{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 本案例中大部分绘图使用序列化后数据；相应序列化后数据已提供\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "import matplotlib.mlab as mlab\n",
    "import pickle\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# b 站 2019 年内六月之前发布视频播放数绘制直方图\n",
    "\n",
    "#序列化数据(播放数)调用\n",
    "with open(r'data/i.txt', 'rb') as f:\n",
    "    play = pickle.load(f)\n",
    "#显示图形\n",
    "%matplotlib inline \n",
    "# 设置matplotlib正常显示中文和负号\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei']   # 用黑体显示中文\n",
    "matplotlib.rcParams['font.sans-serif']=['Songti SC']   # Mac\n",
    "matplotlib.rcParams['axes.unicode_minus']=False     # 正常显示负号\n",
    "matplotlib.rcParams['figure.figsize'] = (18.0, 12.0) # 设置figure_size尺寸\n",
    "# plt.rcParams['figure.dpi'] = 300 #分辨率\n",
    "# plt.rcParams['savefig.dpi'] = 300 #图片像素\n",
    "\n",
    "# 直方图       \n",
    "x = [y/10000 for y in play]\n",
    "num_bins = 200\n",
    "n, bins, patches = plt.hist(x, num_bins, facecolor='blue', alpha=0.6) # alpha透明度，浮点数\n",
    "\n",
    "plt.xscale('linear')\n",
    "plt.yscale('log') # y 轴 log 刻度\n",
    "plt.xlabel('视频播放数(单位/万)', fontsize=14)\n",
    "plt.ylabel('分布', fontsize=14)\n",
    "plt.title(r'B站19年前五月视频播放数分布', fontsize=15)\n",
    "plt.savefig(r'picture/B站19年前五月视频播放数分布.png', dpi=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2304x1440 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# b 站 2019 年内六月之前发布视频播放数---统计每天\n",
    "\n",
    "with open(r'data/iday.txt', 'rb') as f: # 发布日期及发布视频数\n",
    "    send = pickle.load(f) \n",
    "send_count = sorted(send.items(), key=lambda item:item[0]) # 每天发布视频数 \n",
    "x,y = [],[]\n",
    "for sen in send_count:\n",
    "    # 时间戳转时间\n",
    "    timestamp = sen[0]\n",
    "    time_local = time.localtime(timestamp)\n",
    "    dt = time.strftime(\"%m-%d\",time_local)# %Y- %H:%M:%S\n",
    "    x.append(dt) # 发布日期\n",
    "    y.append(sen[1]) # 次数\n",
    "x = x[:-5]\n",
    "y = y[:-5]\n",
    "\n",
    "#X轴，Y轴数据\n",
    "\n",
    "plt.figure(figsize=(32,20)) #创建绘图对象\n",
    "plt.xticks(range(len(x)), x, rotation=90, fontsize=14) # 横坐标\n",
    "plt.plot(x,y,\"b\",linewidth=3)   #在当前绘图对象绘图（X轴，Y轴，蓝色虚线'b--'，线宽度）\n",
    "plt.xlabel(\"天\", fontsize=14) #X轴标签\n",
    "plt.ylabel(\"发布视频数量\", fontsize=14)  #Y轴标签\n",
    "plt.title(\"哔哩哔哩2019年视频发布数\",fontsize=16) #图标题\n",
    "\n",
    "for i,(_x,_y) in enumerate(zip([i for i in range(len(x))],y)):  \n",
    "    plt.text(_x,_y,y[i],color='red',ha='center', va= 'bottom',fontsize=14,)  #将数值显示在图形上\n",
    "    \n",
    "plt.savefig(r'picture/哔哩哔哩2019年视频发布数.png', dpi=300) #指定分辨率保存  \n",
    "plt.show()  #显示图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 前一百标签平均播放量\n",
    "# 数据\n",
    "with open(r'data/tags.txt', 'rb') as f:\n",
    "    tags = pickle.load(f)\n",
    "with open(r'data/counts.txt', 'rb') as f:\n",
    "    counts = pickle.load(f)\n",
    "tag_means = {}\n",
    "for tag in tags:\n",
    "    if counts[tag]>=100:\n",
    "        tag_means[tag] = tags[tag]/counts[tag]\n",
    "tag_means2 = sorted(tag_means.items(), key=lambda item:item[1], reverse=True) # 标签平均播放量   \n",
    "x,y2 = [],[]\n",
    "for tag in tag_means2[:20]:\n",
    "    x.append(tag[0]) # 标签名\n",
    "    y2.append(round(tag[1],1)) # 数量, 保留一位小数\n",
    "\n",
    "y = [round(y3/10000,1) for y3 in y2]\n",
    "rects = plt.bar(range(len(y)), y, width=0.8, fc='g') # 条形图\n",
    "\n",
    "plt.xticks(range(len(x)), x, rotation=30, fontsize=14)\n",
    "plt.xlabel(\"标签\", fontsize=15)\n",
    "plt.ylabel(\"平均播放量（单位/万次）\", fontsize=15)\n",
    "plt.title(\"2019年平均播放量前二十标签\",fontsize=16)\n",
    "# 编辑文本\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+1, str(height), ha=\"center\", va=\"bottom\", fontsize=14)\n",
    "plt.savefig(r'picture/2019年平均播放量前二十标签.png', dpi=300) #指定分辨率保存\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 前一百标签出现次数\n",
    "# 数据\n",
    "with open(r'data/counts.txt', 'rb') as f:\n",
    "    tag_means = pickle.load(f)\n",
    "tag_means2 = sorted(tag_means.items(), key=lambda item:item[1], reverse=True) # 标签出现次数  \n",
    "x,y2 = [],[]\n",
    "for tag in tag_means2[:20]:\n",
    "    x.append(tag[0]) # 标签名\n",
    "    y2.append(round(tag[1],1)) # 出现次数\n",
    "    \n",
    "y = [round(y3/10000,2) for y3 in y2]\n",
    "    \n",
    "rects = plt.bar(range(len(y)), y, width=0.8, fc='g') # 条形图\n",
    "\n",
    "plt.xticks(range(len(x)), x, rotation=30,fontsize=15)\n",
    "plt.yticks(fontsize=15)\n",
    "plt.xlabel(\"标签\",fontsize=15)\n",
    "plt.ylabel(\"次数（单位/万次）\",fontsize=15)\n",
    "plt.title(\"2019年出现次数前二十标签\",fontsize=16)\n",
    "# 编辑文本\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height, str(height), ha=\"center\", va=\"bottom\",fontsize=15)\n",
    "plt.savefig(r'picture/2019年出现次数前二十标签.png', dpi=300) #指定分辨率保存\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "56840 1337 1337\n",
      "('陈翔六点半', 116593.18333333333) 116593.18333333333 421.73333333333335\n",
      "('狗贼的日常', 133116.7068965517) 133116.7068965517 1768.344827586207\n",
      "('栋笃笑', 134970.0650406504) 134970.0650406504 1258.121951219512\n",
      "('郭嘉峰', 135075.2) 135075.2 1272.1166666666666\n",
      "1336\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 平均播放与平均弹幕散点图 10w以上\n",
    "# 数据\n",
    "with open(r'data/tag_vr.txt', 'rb') as f: # 弹幕\n",
    "    tag_vr = pickle.load(f)\n",
    "with open(r'data/10_tag_play.txt', 'rb') as f: # 播放数 ---------改为评论数\n",
    "    tag_play = pickle.load(f)\n",
    "with open(r'data/tag_counts.txt', 'rb') as f: # 标签出现次数\n",
    "    tag_counts = pickle.load(f)\n",
    "vr_mean = {}\n",
    "play_mean = {}\n",
    "for i,tag in enumerate(tag_vr):\n",
    "    if tag_counts[tag]>50: # 次数\n",
    "        vr_mean[tag] = tag_vr[tag]/tag_counts[tag] # 生成平均弹幕数字典\n",
    "        play_mean[tag] = int(tag_play[tag])/tag_counts[tag] # 生成平均播放数字典\n",
    "# for index,vi in enumerate(vr_mean):\n",
    "#     if index<=5:\n",
    "#         print(vr_mean[vi],play_mean[vi])\n",
    "play_mean2 = sorted(play_mean.items(), key=lambda item:item[1], reverse=False) # 标签平均播放数排序 \n",
    "print(i,len(vr_mean),len(play_mean))\n",
    "x,y = [],[]\n",
    "for index,tag2 in enumerate(play_mean2[:]):\n",
    "    if index<=3:\n",
    "        print(tag2,play_mean[tag2[0]],vr_mean[tag2[0]])\n",
    "    x.append(play_mean[tag2[0]]/1000)\n",
    "    y.append(vr_mean[tag2[0]]/1000)\n",
    "print(index)\n",
    "plt.scatter(x, y, alpha=0.5)\n",
    "plt.xticks(rotation=90)\n",
    "plt.xlabel(\"平均播放数（单位/1000）\",fontsize=15)\n",
    "plt.ylabel(\"平均弹幕数（单位/1000）\",fontsize=15)\n",
    "plt.title(\"10w以上平均播放数与弹幕数散点图\",fontsize=16)\n",
    "plt.yscale('log')\n",
    "plt.xscale('log')\n",
    "plt.savefig(r'picture/10w以上平均播放数与弹幕数散点图.png', dpi=300) #指定分辨率保存\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 作者总播放数排行\n",
    "with open(r'data/author_play.txt', 'rb') as f: # 修改读取文件名即可\n",
    "    a_play = pickle.load(f)\n",
    "r_mean2 = sorted(a_play.items(), key=lambda item:item[1], reverse=True) # 作者播放数量排序 ， 降序\n",
    "    \n",
    "x,y2 = [],[]\n",
    "for tag in r_mean2[:20]:\n",
    "    x.append(tag[0]) # 作者名\n",
    "    y2.append(round(tag[1],1)) # 作者播放数量, 保留一位小数\n",
    "y = [round(y3/1000000,2) for y3 in y2]\n",
    "rects = plt.bar(range(len(y)), y, width=0.8, fc='g') # 条形图\n",
    "\n",
    "plt.xticks(range(len(x)), x, rotation=30,fontsize=15)\n",
    "plt.yticks(fontsize=15)\n",
    "plt.xlabel(\"作者\", fontsize=15)\n",
    "plt.ylabel(\"播放数（单位/百万次）\",fontsize=15)\n",
    "plt.title(\"2019年作者播放数排行\",fontsize=16)\n",
    "plt.yscale('log')\n",
    "# 编辑文本\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+1, str(height), ha=\"center\", va=\"bottom\", fontsize=15)\n",
    "plt.savefig(r'picture/2019年作者播放数排行.png', dpi=300) #指定分辨率保存\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABCIAAAMYCAYAAAAel0YWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAAsTAAALEwEAmpwYAADtPklEQVR4nOzde5zWc/7/8cerEgmTlFVOhZLz2k27cmgddpHWsZTQtyI5JEnOInJY22bXbk451SJaFPtzWIdSOS+b82qREEnnkJKZ3r8/rmvGTE0nZj7T1ON+u81t5vpcn8/7en2maK7nvN+vd6SUkCRJkiRJykKNqi5AkiRJkiStOwwiJEmSJElSZgwiJEmSJElSZgwiJEmSJElSZgwiJEmSJElSZgwiJEmSJElSZgwiJElay0REw4g4JCLW/5HX11zq8R4RsVdErPcjxoosrlnq+hoRscFyjq/0exI5Wy1dR0Rs9GO/p6srIvaJiIIVPP+TvkeSJFUlgwhJktY+BwL/Ar6MiO7lnRARdVdw/UUR8UFEXBsRGwNnAv8G3ouIDVezlici4ruIuKzUa28cEU1XcM3iiHgzIjYqdc0xEXFaRGwZERdHxGEruH434JOIuLD0GEAL4POIuD4itlnB9bWAqcCr+VBnh/zxHsA3EfFyRDQo78KIOCoiZkXEoFLHLomI2RFxQkQMz3/9u+W9eP7P5iHgo4jotpzTni79PZUkqToxiJAkqRJERNOIuDUinouITyOiX6nnDoqIF/NvaK+KiBpLXVszHwLctdTxiIh+EfFuRLwVEX+LiNrlvPw++c9PA8PKqa028E5E/Gk5v1n/JbAD0BJYCDTLHx+UUvq21DhtlvP6pRUCtYFpEfFMRPQFBgKTIuKPxbMsImKniNg6f80SYCbQJv/9KQA6ATcDpwFfA9NX8Jr7ApsDFwKl3/C3BDYDTgAaL31RRPxfRPwb2DN/aBZwFrkA5sz8tbWAj1NKs5bz2t/lz1tQ6lgRUB/4HEj5r6etoP6BwM+A/5L7c2oeEeMjYlz+4yXgIOCK/PdTkqRqpVZVFyBJ0tomImoBFwBnp5QWRcSlwKCI+AD4H/AIuTf77wMvknuzf3X+2h2A64BjgOFLDX02MIjcb/ynA5+Se5Pbp9RrrwccD3wPbAuMjYg6QAG5N/gzgA2AOsCJ5H7zf8NSr7NX/vNl5N44/zL/WiXBSETsAjyVH/+olNJ3+eN/5oc38uRrBegPbEPuDTTkAopP+eGXIh8DH0dEx/xrAhwFnJSvccf8PV8NHAocB7xO+Y7Kf1+OAyaXOn54/nO3lNLLS1+UUhoeEQPIzQCBXBhwHDAAuAW4LX/83vy9/hqYnFKaWXqY/OeIiFvy15b3i596EfEa8OeU0r38cNFx5MKWgcAVKaWi/PHfp5S+Ws79SpJUrTgjQpKkirc3MDqltCj/+MH85wPJvTH9OKX0v5RSIhdKXBwR9fIzAs4kFwCUkZ81cSnwfkrpnfxv5CcBpy61XOJEYFPgmJRSq5TSb8i9gd4ReDml9JuU0q9TSlvkP25Y6nV2AbYE/pVSegn4BbAxsAnwVUR8HBHjyL0xfx2oBxxQaoj++df4Tf61X8ofH5hSCuCf+cc9gLuLA4yU0kJygUzxb/jXA9qQCy4eAHYC/pj/nr4O9I6IFuV8n7bOf58vAr4lN5vhTxFRD2gHDEspPR4RXfKBUfF1dSPit8BQYEL+cCNyf1798t/73ckFOf/K94p4EBgfEQ0iolP++/LH/LWnAT3JBU/HLl1nvr4PgXbFy0Qi4gjgSGBXYDHwbEQ0y39/DCEkSWsNgwhJkire8+SWRRQrbjo4BzgCmFLqucnAhsDhKaWpKaVzKDutv9jPyE35L/3b96/IzWzYDSC/hGEgcB/wn3LGWJI/r11E/CciGpVzTrv85x0i1/CxA/AGcBOwPrk38r9JKe0HtEkp7Z1S+lfxxSmlb8oZk/zrnpO//8vI9UD4b0RcXeqUB4F78l9vRy4AADia3PfplvxrfEJuNsnYiPjVUi9zBjAqpTQo//V6+Y9uwGygT0QcSG62yavxQ6+KheRmfhQVvw65IKMxcAXwJbALMI/cn+0ioAE//Jk+SC4AOT9/7c0ppUgpFZALUpZ2QUqpU0rp+JTSp/lj/00pnUBu2cYZwH7AsNKBSWkR8Y+IuKK85yRJWpO5NEOSpAqWn+mQSh36P3JvaseQ+w37/FLPFX+9J/kp/8sxm9xyhq1KHSve3WLD/JvVIUB3cr9tn5rvd7CY3G/2AQ7P/9Z+J3I9FJ6JiD1SSoVQMuvilHztQe5N+aHklomcWLqYiOgKnB8RB6SUvoyIXwKDy6m7eGnGeeT6ThSSm+XQkdyb/Isj4mNyb+wXkZt1UCt/3uXk3vxPAjrlZ00UGwA8DLwUET3JBRg3AW3JzRI5hlyI8k9yjTaHkFvaUpv8MhhgYv77Q0ppCfCHfM+FuUBD4BtysxpGAa+Q+zPcl1ygMyv/+f9SSiXLP0q13NgoIjqR+3Mrz8YR8QZwYkrpnXwNH+af603uz+w5ckt3nimnlcd6QOv8ay5OKV299AmSJK2pDCIkSapEEbEvuTf3pd/IF5X6+vv85+Vu1QiQUlocEf8EjomItimlx8m9WYbccoFmwDkppVkRcT65kOL/UkofRMQp5JZnPJZSOmUFL3MkMJrcG2HI9UfolVL6sNQb4a4R8Rvg5/ma7yTXe+F14KiU0rxyvge7kgthHgS6FC/HWOqc2vl77Jev/Rvg98DWQJOU0pulzq1FbvnLXeTesN9JLhQ4hFzA8rf8GHPILQEZRG4JyS3kZpH8DLgmpXTJUjXsRK4p5iHkQorZ5JbOnEYuvHkzpTQzIop7YIxZKoTYgB/6Y3QlFxo1yt/D0u4FmgKPRETzUr0gmpJbBgK5wOQl4Ot8uEW+h8XlwKP5pS6SJFU7BhGSJFWSiNiW3BvOzimlByNi9/xT65U6rfjr+azcKeSWZvwhcttS/ozcb+/fy/9Gf2nfl3OsdH1bppQ+z39dGziMXI+K4iDi6ZTSjKUuG5ZSGrD0WPnXn1dq7N+Rm0FQh9xshevJ9U/YML8c466U0rulrl+c/7K438Q35GYh3ECuj8Ll5MKAL8nNkNiP3C4Uvyv1Jv76/PfjWeBd4LiU0oyIGEpudsGz5GZH/KGcEKIBuZkaB/DDkpB/kevj0BPYGWgVEVuQC2EAnil1fXtywUjxdqE3An8gN8vjAuDapb5lRxTPhCg1xnrA38n15IBcI8zl9YZYJsyRJKm6sEeEJEmVIB8U3AeclFIqblYZ5N5A1i916ib5z8vbAaJESmluSum0lNLu5H5jXw8YvpwQYmX17QJ8FBHFb8h3B85LKZWEF+WEEEuPcXjx9pvlaE/uzf99wHvkQo5ngcfI7fLxZkScutR4mwIH5x8uIBc0nJxvejkof/wycr0YgtwSkuL+CqSU/kRuu9I/A9emlP5f/vgL5EKCm8gFKReVU+/35HpRPEauz0MiN0Pk/5ELJF7Ov9bp5LYEXcIPTUgh10djI+C1H8pJC4tnMpQnIn4RZbc//SO53hkfLO8aSZLWBs6IkCSpclxP7s3whFLHBpJ7Y7tXqWNNyc0keHg1x/8/cksHroGSHReKd5zYI//5/ohYxLI9IiDXDLI2cFVEzEwpDV2dF4+In5Prv/DPiOhQ3Gci/1xL4Nf5h0OWnkEREfPILet4YqlhuwBvlar/WXKzKuCHZSgTyYU3AXyeUip+nnzjyvuALYA5EXEPuYDgf+T6VywBRkREN3I/A32dUrofIKU0Pz+roRO53TpOINcg82XgBeC/5JZa3Ju/9uHi2ST56z+MiHbklt08ka9nI3K9Lsr7eas+uWUfL0bEUfn7+2tKaUpEnFbO+ZIkrTUMIiRJqmD5LRePBmpHRPHWjT8jFzocS263htbk1v8fAVyfUiq9U0bxv881KUdE7EZuucAxKaXiXTSeAp5cTv+FVe0RsSqKe0RAbsZDPXLBykv5/ga/Az4jd2+7LXV+seLlCyWzBfJbkB4NHEUuAGCpmQu7kuv58Ca57UUht0yjtGnkvsdTgY/JzX74JB9QNCMXRJxObobDU8CrS13/NbnZEPOBj8jttAG5LUm/i4gx+THqkA+ASkspPRYRh5Y6dCM//LkvbXD+XuqSW6bxUDnnSJK0VjKIkCSp4h1KbmvH/1vq+IsppXcj4vfklg8AjOWHXRyIiBPJbd0IcERE/JXcVo8LI2J94HhyW2z+JqX03+LrUkqLKudWllFuj4h8P4wGKaVb849/v7zzS82IKO0I4PiU0hdL7xCRX/5xSH6s7/N9GgC+KH1eSmlqRBwMjCvuG5H3KnAq8M+UUkl4kd/po/Q2p0Xkmoq2B54kN/NiNrm+E5ALDYqDnhsi4oT8VqLlSin9X/51LmTZHhHdlu4RIUnSusIgQpKkCpZS+hu5nRuW9/wY4FfLee4ecs0dy7Mx8HxKadhPrXElVruHVP4N+XLflK+Cf6yg18Vp5GYpDMw/3jv/+aNy6hhTzrEl5GaElMhvrXlfRJyTUvpL/rwEvBAR/yXXq6IJsBnwXERsT25HkbvIbQu6D/BeRNwM3JBSKu5VUdxocrm9IVbBir7/m/+EcSVJWiMYREiSVE2klGYBs37EpcX/3i+vseTyzi+teJnIqoYUxeetaGlGydKTpUKIkteIiN8Cx5BrUNkkIv5IbncLyPVvKD7vRHK7iqyq4j4Uf46IaSmlf+TH2YVcEPQ0MIDcLhZHAg8Af04pPRQR/wDG5+/jN8BtEbExud1Girfe/KbUa5X3fV/R1ptlvv/57Uo7k2vYWRxELFz5LUqStGYyiJAkae23hNyMgpUuBci/6Z1KrhFlaTWAGeS2zlwVG5B7s3xlSunOpV7jU3J9IOYt59qvgTci4nByb/YPygcVn0XEB8C+wG0ppedLXTMKGFl614/Vkd++8xByPR0OKd4xJCJuJxc63JZS+gYgpTQx32Dyj/na5uXPvQboQW7Xi9KzWmqRm70xHVhM7s9hLsv3PTCBXE8M8o1A/x4Rh5DrMfIhuZkZkiRVS7GCXaUkSZJ+lIioA3z3Y7YWXcm4NQGW6gEhSZKqEYMISZIkSZKUmdVuRiVJkiRJkvRjVeseEQ0aNEhNmjSp6jIkSZIkSVIp//nPf2allBqW91y1DiKaNGnCa6+9VtVlSJIkSZKkUiJiudt6uzRDkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBCkiRJkiRlxiBiDTR37lz+/Oc/V3UZkiRJkiRVOIOINUSfPn2ICCKC+vXr8+2331JUVMS5557L5ptvToMGDejXrx8pJQoLC6lRo0bJ+cUfjz/++DLj3nDDDZxyyimcccYZHHvssUyfPr0K7k6SJEmSpJxIKVV1DT9ay5Yt02uvvVbVZVSIK6+8kg033LDk8QEHHMDzzz/PRhttxG9+8xuuu+46brvtNkaOHEmbNm3o06cP22+/PQCLFi1i1KhRTJ48mYgoGeOxxx7jnHPO4f333wfgkksu4bPPPmP48OHZ3pwkSZIkaZ0SEf9JKbUs77laWRej8m299dZ069atzLG33nqr5Fjfvn257bbbmDFjBnXr1uWWW26hoKAAgPvuu4+NN964TAgB8L///Y/CwkKWLFlCjRo1qF+/vjMiJEmSJElVyqUZa4hPPvmExo0bU69ePY444gg+/fTTMsHE5MmTqVOnDr///e/ZaKONSkIIgGHDhnHSSSctM2bHjh1ZsGABXbp04fPPP2f27Nlcc801lXYP9raQJEmSJK2MQcQaYuedd2bw4MFcfPHFjBs3jo4dO5Y89/XXX3PppZcyYsQItt122zLXTZs2jQULFrDddtstM+aWW27JQw89REFBAQcffDATJkxg8eLFFVr36vS2ACgqKqJnz54UFBTQtGlTnnzyyWXGvPPOO5fpf9G4cWOKiooqtHZJkiRJUvZcmrGGOO6440q+rlWrFueeey5z586lTp06nHHGGdx88838+te/Xua6kSNH0qFDh3LHfOONN7jssssYO3YsX3/9Nfvvvz/t27fnlVdeqbC669evz6BBg0oeH3DAAQwZMoSdd96Zl156ieuuu47BgwfTqlUrjjvuOO6//37atm1L9+7dOf7447n55ps55JBDyoy5aNEiLr744pKlJv/+979p3bo1NWvWrLC6JUmSJElVwyBiDdSiRQtq165N7dq1ufTSS7nmmmvYeuutAbjrrrvKLNkYNWoU999/f7nj3H777WyxxRYAbLzxxnTv3p0LL7ywQmtdnd4WAO3atStZVrLLLrtwxhlnLDPmkUceyZZbblny+LDDDqNr164VWrckSZIkqWq4NGMN8OGHH3LnnXeWPH711Vc599xzufHGG/nmm2945JFHGDJkCFdeeSWjRo0qOW/GjBkUFRWVedM+btw4WrduzbRp02jatClvvfVWybKIuXPncvDBB1do7avT2wKgoKCAlBJXXXUVW2+9NXvssccyY5a+n6lTp7Jo0SKaNGlSoXVLkiRJkqqGMyLWAIsWLeLWW29lzJgxtGnThs0224zTTz+d5s2b89FHH5U5t3RTymeffZZDDz20zPOzZs1i0qRJLFiwgN69ezN16lS6detGixYt+OKLL8oEHhWhuLfF1KlTueqqq+jYsSMvvfQSsPzeFrfccguFhYU899xz7LTTTrz55pslMz6Wdu+999KpU6cKrVmSJEmSVHWi+Lfl1VHLli3Ta6+9VtVlKO/666/n3HPPZc6cOdSpU4cePXpw5plnltvbAnIzQZo1a8YNN9xA7969yz2nZcuW/Otf/6JBgwaVWbokSZIkqQJFxH9SSi3Le86lGaow5fW2KA4h7rrrrmXOb9SoEQB16tQpd7wPPviAzTbbzBBCkiRJktYiBhH60Va3t8XixYu56qqrmDlzJgBjxoyhefPmdOrUqUxvi2KPPPIIRx99dOb3JUmSJEmqPPaIqAJxRVR1CWWky3/c8pzV7W0REbz00kuMGjWK7t27M2XKFMaOHcvGG29cprdFsTFjxnDrrbf+pHuTJEmSJK1Z7BFRBdaWIEKSJEmSpPLYI0KSJEmSJK0RDCIkSZIkSVJmDCIkSZIkSVJmbFapVbam9bYA+1tIkiRJUnXjjAhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpSZKgkiIuKkqnhdSZIkSZJUtWpl+WIRkfJffhERY4FLgBnAOymlByOiDdAOqA3cklJ6L8v6JEmSJElS5co0iADaA08CS4A781/fC0yPiPHAPcD+QFPgNmDfjOuTJEmSJEmVKOulGX8DpgI3A4cA01NKi4FCoDOwFTA9/9E6IjbKuD5JkiRJklSJsp4RsQNQB3gFSECUc06U+rzM8xFxKnAqwDbbbFM5VUqSJEmSpEqR6YyIlNK3KaXZwBvAa8BWEVEbWA+4D/ic3KyInwH/Til9Xc4YQ1NKLVNKLRs2bJhd8ZIkSZIk6SfLbEZERJwCtAIeBf4f8AxwBdAYOC2lNCMiTgDOJDcTontWtUmSJEmSpGxkFkSklG4Hbl/q8ClLnTMeGJ9VTZIkSZIkKVtZN6uUJEmSJEnrMIMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUmcx2zZDWRAsXLmTfffdl8ODBtGrVivPOO49atWoxe/ZsGjRowODBg6lZsyYAs2fP5pRTTuHII4+ka9eu5Y43ZMgQPv74YzbccEPq1q3LBRdckOHdSJIkSdKazyBC67STTz6ZiRMnAnD55ZezePFibrzxRgD22Wcf/v73v9OtWzfuv/9+nnvuOR5++GGOPPLIcsf65z//ydlnn83s2bNLgojtt9+e9u3bZ3Y/kiRJkrSmc2mG1ll/+ctfaNSoUcnj//3vfyxevLjkcf369alVK5fVNW/enPPOO2+F440cOZLNN9+cevXqUbt2berXr8/w4cMrp3hJkiRJqqacEaF10qhRo2jatCn16tUrOXbGGWdw1FFHseuuu3LMMcfw85//nM6dOwPwi1/8go8//niFY3777bd89913JY9TSkyePLkyypckSZKkassZEVrnvP7660yZMmWZJRaHHnoogwYNYvr06fzqV79i2rRpFBUVrfK4bdu2Ze7cubz44osAzJ07l7p161Zo7ZIkSZJU3TkjQuuc/v378/zzzzNw4MCSpRjt2rXjhhtu4NNPP2Xw4MH06NGDli1b0qBBA6677rpVGveUU04BYNiwYRQWFlJYWMjee+9dafchSZIkSdWRMyK0znn00UeZN28e8+bN46abbio59uc//5lmzZoB0KJFCw455BDeeeedVR43IujRowdDhw5lypQp1KhRg1NPPbVS7kGSJEmSqiuDCCmvadOmvPnmmyWP586dy8EHH7zCa8aNG0fr1q2ZNm1aybHvv/+eIUOGcN5557HrrrtWWr2SJEmSVB25NEPKu+WWW+jduzfnnXcedevWZb/99uPss88G4NVXX+X6668H4Pbbb2fzzTenbdu2zJo1i0mTJrFgwQIgF0L06tWLgw8+mGuuuabK7kWSJEmS1lSRUqrqGn60li1bptdee62qy1htcUVUdQllpMtX7e/AmlY3rHrtWRk6dCht2rRhxx13rOpSJEmSJKnKRMR/Ukoty3vOGRFSBbInhCRJkiStmD0iJEmSJElSZpwRobWeS0okSZIkac3hjAhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhJkiRJkpQZgwhpLfL+++/z5z//mYULF5Y5XlRUxOOPP85DDz20wutnz57NzTffzIcffliZZUqSJElahxlESNXQwoUL+eUvf8m4ceMAKCws5KyzzqJPnz506dKFOnXqlJz7/vvvs9dee/HRRx9x7LHHLnfMO++8kwMPPJB9992XHXbYobJvQZIkSdI6yu07pWro5JNPZuLEiSWPe/Towfvvv8+YMWPYYIMNSo5Pnz6dNm3acNFFF9GrV6/ljjd8+HAuuOACXnnlFbbbbrtKrV2SJEnSus0gQqpm/vKXv9CoUaOSxxMmTGDYsGG88MILZUIIgIsvvpiCggLOOuus5Y731VdfcfbZZ3P++ecbQkiSJEmqdC7NkKqRUaNG0bRpU3bbbbeSY8OGDWOzzTYD4Oyzz+bKK6/ku+++47vvvuP+++/n8MMPZ+jQoXTv3p3HHntsmTEffvhh5s+fz89//nP69+/PmWeeybRp0zK7J0mSJEnrFmdESNXE66+/zpQpUzj33HMZNmxYmeNNmzaldevW7LnnnjRr1oyvv/6aE088kYULF7LddtvRs2dPGjduzBFHHMEbb7xRJsh4/fXXAWjTpg1t27bl2GOP5cgjj+TVV1/N+hYlSZIkrQOcESFVE/3792fgwIHUq1ePM844A4B27drx3//+t6Q5ZZ06dWjdujVPPfVUyc4Zxc8ddNBBLFmyhGeeeabMuOWd99prrzF37txM7kuSJEnSusUgQqomHn30UebNm8e8efO46aabSo61adOGr776quS8lBL16tVjm222ASh5LqUEQL169cqMW955tWrVom7dupV6P5IkSZLWTQYRUjV3/PHHM2nSJGbPng3Au+++S8eOHWncuDH7778/zz//fMnxTTbZhEMPPZRx48bRunVrpk2bRseOHalRo0aZ844++mhq165dZfckSZIkae1ljwipmuvatSuTJ0+mZ8+ebLvtthx33HGcdtppAIwYMYIuXbpw0UUX8cknn/Doo4/SqFEjXnjhBSZNmsSCBQto1qwZI0eOZPDgwUycOJFvv/2WW2+9tYrvSpIkSdLaKoqna1dHLVu2TK+99lpVl7Ha4oqo6hLKSJev2t+BNa1uWLXaq2vdkiRJklRdRcR/Ukoty3vOpRmSJEmSJCkzBhGSJEmSJCkz9oiQ1lAuKZEkSZK0NnJGhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhKTMLFy4kF/+8peMGzeuzPHnnnuO5s2blzx+66236Ny5M8OGDaNjx47MnDlzmbGWLFnCZZddxsCBA+nTpw/Dhw+v7PIlSZIkVYBaVV2ApHXHySefzMSJE8sc+/TTT+nQoQMbbLABAAsWLKBdu3b069ePrl27MnbsWLp168ajjz5a5rohQ4Zw0003MWPGDD7++GO23357dt55Z/baa6/M7keSJEnS6nNGhKRM/OUvf6FRo0Zlji1YsIAbbriBHXbYoeTYiy++yNSpU9lxxx0BaNSoEY899hizZs0qc+3IkSNp1qwZNWrUKBn373//eyXfhSRJkqSfyiBCUqUbNWoUTZs2Zbfddis5llLi8ssv55JLLqFWrR8mZ3377bcAfPfddyXnAXz00Udlxvz222+XOWfy5MmVdxOSJEmSKoRBhKRK9frrrzNlyhSOPPLIMsevvfZaunXrRv369cscb926NQUFBSVLMebMmQNA3bp1y5zXtm1b3n77bT799NPlniNJkiRpzWOPCEmVqn///jz//PMMHDiQxYsXA3DggQdSp04d/vjHPwLwzTffsGTJEurVq8eXX37Js88+y5AhQxgxYgTTpk1j0003pUWLFmXGvfzyy9l0000ZNGgQBxxwAAB77713tjcnSZIkabU5I0JSpXr00UeZN28e8+bN46abbgJg7NixLFiwoOT4vvvuyzbbbMO8efNYf/312XPPPbnjjjs4+uijGT9+PD169KBmzZplxq1duzb9+vXjb3/7G2+//TZ169blpJNOqopblCRJkrQaDCIkrbFuvfVWGjduzKWXXgrAfffdx0EHHcTChQtLzpk/fz533XUXf/rTn2jYsGFVlSpJkiRpFRlESFojPfnkk4waNYqxY8ey8cYbA/DFF18wadKkkiUe33zzDd27d+fcc8/ltNNOq8pyJUmSJK2iKO42Xx21bNkyvfbaa1VdxmqLK6KqSygjXb5qfwfWtLph1Wq37oqzqn9XfqoJEyYwf/582rVrR0T534cFCxZw77330rZtW7baaqtM6pIkSZK0aiLiPymlluU9Z7NKSWuc/ffff6Xn1K1bl1NPPTWDaiRJkiRVJJdmSJIkSZKkzDgjQlKFWpeXlEiSJElaOWdESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzGQeRETEryPi0YjYMiJuiogBEdE+/1ybiBgUETdExE5Z1yZJkiRJkipXrSxfLCJ2A04HNgIGA08C9wLTI2I8cA+wP9AUuA3YN8v6JEmSJElS5cpsRkRENCcXMDybP/RbYHpKaTFQCHQGtgKm5z9aR8RGWdUnSZIkSZIqX5YzIi4E6gPb5D9qAFHOeVHq8zLPR8SpwKkA22yzTaUUKkmSJEmSKkdmMyJSSt1TSkcBfwXeAZ4GtoqI2sB6wH3A5+RmRfwM+HdK6etyxhmaUmqZUmrZsGHDrMqXtI6aPn06Bx98MHXr1qVVq1Z88sknfPvtt5x55pmcffbZnHjiifTp04eioiIA3nrrLTp37sywYcPo2LEjM2fOLHfcBx98kCOOOIJjjz2Wm2++OctbkiRJkqpUpj0ilnIOcAXQGDgtpTQjIk4AziQ3E6J7FdYmSQDccccdDBw4kC+//JIOHTowevRoPv/8cxYvXsyNN94IwD777MPf//53jjvuONq1a0e/fv3o2rUrY8eOpVu3bjz66KNlxnzrrbc48cQT+eSTT9hkk03Yeuut2X777fnd735XFbcoSZIkZSrzICKlNAwYln94ylLPjQfGZ1ySJC1Xr169KCgoYNGiRTRr1owOHTpw+umns+mmm5acU79+fWrVqsWLL77I1KlT2XHHHQFo1KgRd999N7NmzaJBgwYl5//pT39im2224Wc/+xkAe+65J9dcc41BhCRJktYJmW/fKUnVSUFBAd988w1du3alZ8+eNGjQgDPOOIORI0cyaNAgJk+ezM9//nM6d+7Mt99+C8B3330HQEoJgI8++qjMmE8//XSZYKJBgwY899xzJddLkiRJazODCElagcLCQq6++mp22GEHrrzyStq0acNvf/tbBg0axPTp0/nVr37FtGnTKCoqonXr1hQUFJQsxZgzZw4AdevWLTPmzJkzqVXrhwlptWvXZsmSJcydOze7G5MkSZKqSFX2iJCkNV6tWrW49tprAWjSpAk9evRgyJAhfPbZZwwePJgePXrQsmVLGjRowHXXXcezzz7LkCFDGDFiBNOmTWPTTTelRYsWZcZs0KBBmdkPixcvpkaNGmWWe0iSJElrK2dESNIqatSoEQAXX3wxzZo1A6BFixYccsghvPPOO0Cu38Mdd9zB0Ucfzfjx4+nRowc1a9YsM85vf/tbvvzyy5LHs2fPZt9992XDDTfM6E4kSZKkqmMQIUnLMWXKFAYPHlyyNeeYMWPo1KkTBx54IG+++WbJeXPnzuXggw8uc+2tt95K48aNufTSSwG47777OOigg1i4cCHnn38+M2bM4KOPPuK7777jjTfe4MILL8zuxiRJkqQq5NIMSVqOwsJChg8fzvPPP89+++1HvXr1uPrqq5kzZw69e/fmvPPOo27duuy3336cffbZJdc9+eSTjBo1irFjx7LxxhsD8MUXXzBp0iQWL17MbrvtxsMPP8xZZ53FhhtuyCWXXMJhhx1WVbcpSZIkZcogQpKWo1mzZrz11lvLHN9yyy156KGHyr1mwoQJLF68mPHjxxMRJcf79u1L3759Sx4fdthhhg+SJElaJxlESFIF2n///au6BEmSJGmNZo8ISZIkSZKUGWdESBIQV8TKT8pYujz96GunT5/OiSeeyEsvvcQuu+zCAw88QP/+/bn77rvLnNehQwf+8Y9/MHHiRAYPHszmm2/OBx98wGmnnUa7du2WGffvf/87V1xxBTNmzODAAw/kzjvvZLPNNvvRdUqSJGndYxAhSWuhO+64g4EDB/Lll1/SoUMHRo8eTcOGDbnkkktKznnggQc444wzKCoq4vDDD+fBBx9kn3324YMPPmD33Xdnzpw51KlTp+T81157jddee42nnnqKMWPG0LNnT/r3789NN91UFbcoSZKkasogQpLWQr169aKgoIBFixbRrFkzOnToAOQabQIsWrSIJ554gjZt2jB37lymT5/O4sWLAahfvz41a9ZcZsxJkyZx/fXXU6tWLbbffnsuu+wyZsyYkd1NSZIkaa1gECFJa6GCggK++eYbTjnlFHr27EmDBg1Yf/31S54fNWoU7dq1IyKoX78+J5xwAieffDIjRoxg8uTJjBw5ssxsCIATTzyx5Ou5c+cyd+5cOnXqlNk9SZIkae1gs0pJWgsVFhZy9dVXs8MOO3DllVfSpk0bioqKSp6/++676dy5c8njoUOHcuCBBzJkyBD69OnDggULVjh+7969Oeecc2jfvn2l3YMkSZLWTs6IkKS1UK1atbj22msBaNKkCT169ODdd99l9913Z+bMmcyaNYsdd9wRgCVLltC2bVuGDBnCrrvuysCBA+ncuTM777wzu+666zJjX3HFFey///706NEj03uSJEnS2sEZEZK0lmvUqBFAyVKLhx9+mGOOOabk+YkTJzJ+/HiaN28OQJ8+fSgqKuK9995bZqybbrqpTAhx77338v3331f2LUiSJGktYhAhSWuZKVOmMHjw4JKlGGPGjKFTp040a9YMgEceeYSjjz665Pwtt9yS9dZbjzfffBPI9X/YcMMN2XvvvRk3bhytW7dm2rRpvPzyy4wePZp3332XIUOG8Oc//5krrriC9dZbL/ublCRJUrXl0gxJWssUFhYyfPhwnn/+efbbbz/q1avH1VdfXfLc1KlTadGiRcn5jRo14oEHHmDAgAG0bt2azz77jEcffZStttqKl19+mUmTJrFgwQJuu+02nnnmGZ555pmSa7feeuvM70+SJEnVW6SUqrqGH61ly5bptddeq+oyVltcEVVdQhnp8lX7O7Cm1Q2rVrt1Vxzrztaq/rcpSZIkrWki4j8ppZblPefSDEmSJEmSlBmDCEmSJEmSlBmDCEmSJEmSlBmbVUpSNWZvC0mSJFU3zoiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJEmSJEmZMYiQJFUrI0aM4L333qvqMiRJkvQj1arqAiRJKjZ9+nROPPFEXnrpJXbZZRceeOABtt12W+rVq8f8+fNLzvvss8+Wufa0005jiy22YMCAAcs8d8MNN/D2229Tu3ZtvvzyS2688Ua22GKLyrwVSZIkLYdBhCRpjXHHHXcwcOBAvvzySzp06MDo0aPp06cPv/vd72jVqlXJeZtttlmZ62699VZuvfVWLr/88mXGfOyxx7jxxht5//33Abjkkku44IILGD58eOXejCRJksplECFJWmP06tWLgoICFi1aRLNmzejQoQMAhx12GN26dSv3mmeffZaZM2cud8z//e9/FBYWsmTJEmrUqEH9+vWZPn16pdQvSZKklbNHhCRpjVFQUMA333xD165d6dmzJw0aNADgr3/9K3Xr1qVJkyZcccUVLFmyBIAPP/yQF154gRNPPHG5Y3bs2JEFCxbQpUsXPv/8c2bPns0111yTyf1IkiRpWQYRkqQ1RmFhIVdffTU77LADV155JW3atKGoqIj27dtz5513ss8++zBgwABuu+025s+fz1//+lcuuuiiFY655ZZb8tBDD1FQUMDBBx/MhAkTWLx4cUZ3JEmSpKW5NEOStMaoVasW1157LQBNmjShR48evPvuu1xyySUAHHfccbzzzjs8/vjjzJ8/n2HDhvH3v/+9ZIbEH/7wB6ZOncodd9xRMuYbb7zBZZddxtixY/n666/Zf//9ad++Pa+88kr2NyhJkiRnREiS1kyNGjUCoE6dOiXHIoIdd9yRTTbZhPPPP5+vvvqKefPm8dZbbwFw4YUXlgkhAG6//faSHTI23nhjunfvzjvvvJPRXUiSJGlpBhGSpDXClClTGDx4MEVFRQCMGTOGTp068frrr/PGG28AsGTJEt577z369eu3wrHGjRtH69atmTZtGk2bNuWtt94ipQTA3LlzOfjggyv1XiRJkrR8Ls2QJK0RCgsLGT58OM8//zz77bcf9erV4+qrr+a2227jsssuo0uXLtSoUYOhQ4eyxx57rHCsWbNmMWnSJBYsWEDv3r2ZOnUq3bp1o0WLFnzxxRfceeedGd2VJEmSlmYQIUlaIzRr1qxkiUVpvXv3pnfv3iu8tkmTJiUzHgDat29P+/btSx7/5S9/qbA6JUmS9NO4NEOSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGHhGSpMzFFVHVJSwjXZ5WfpIkSZJ+MmdESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJIkSZKkzBhESJL0E02fPp2DDz6YunXr0qpVKz755BOKioo499xz2XzzzWnQoAH9+vUjpQRAUVERPXv2pKCggKZNm/Lkk0+ucPwZM2aw7bbb8vHHH2dwN5IkSZXLIEKSpJ/ojjvuYODAgdx77728/vrrjB49miFDhrDzzjvz0ksvccwxxzB48GAeeOABAO6//37atm3LU089RURw8803L3fsxYsX06FDBz799NOsbkeSJKlS1arqAiRJqu569epFQUEBixYtolmzZnTo0IGnnnqKbt26AdC3b19uu+02ZsyYAUC7du0oKCgAYJddduGMM85Y7thXXXUVO+64IxMmTKj8G5EkScqAMyIkSfqJCgoK+Oabb+jatSs9e/akQYMGJSEEwOTJk6lTpw6///3vS85PKXHVVVex9dZbs8cee5Q77k033US7du1o3LhxJvdRGT799FNuu+22qi5DkiStQQwiJEn6iQoLC7n66qvZYYcduPLKK2nTpg1FRUUAfP3111x66aWMGDGCbbfdtuSaW265hcLCQp577jl22mknpk6dWmbMJ554goKCAlq1alVpda9ub4t58+bRuXNnunfvzrHHHsvnn39e7rhHHXUUEUFEsO2227LhhhtW2j1IkqTqx6UZkiT9RLVq1eLaa68FoEmTJvTo0YN3332X5s2bc8YZZ3DzzTfz61//usw1p59+OgAnnngizZo1Y/To0fTu3bvk+fPPP5+pU6dy5plnsmjRIgB23313Ro8ezUEHHVQhdRf3tvjyyy/p0KEDo0ePJiJKeltcd911DB48mFatWnHcccfRs2dPNt98c/72t78xaNAgjjvuOF544YVlxt1+++0ZNGhQyePKDFMkSVL144wISZIqUKNGjQBYf/31ufTSS7nmmmtKQoi77rpruefXqVOnzPG3336befPmMW/ePC688EIA3nrrrQoLISDX22Lvvffm0EMPLeltsckmm3DyySez/fbb07dvXyC3a8eHH37Igw8+yN577w1A69atefHFFxk3btwy4+66667069ev5KNZs2YVVrMkSar+DCIkSfoJpkyZwuDBg0uWYowZM4ZOnTrxyCOP8M033/DII48wZMgQrrzySkaNGsXixYu56qqrmDlzZsn5zZs3p1OnTowbN47WrVszbdq0TGpfnd4WY8aMYcmSJTRo0ACg5HN5W4++/PLLNGjQgAYNGnDSSScxZ86cTO5HkiRVD6u9NCMi6gGNgDkppS8rvCJJkqqRwsJChg8fzvPPP89+++1HvXr1uPrqq9l111356KOPypx70kknERG89NJLjBo1iu7duzNlyhTGjh3LxhtvzKxZs5g0aRILFizIrPbSvS3uu+8+XnjhBWrWrLlMb4vi4KRWrdyPDrVr1wZg1qxZy4zbqlUrDjzwQN555x2uu+46CgsLue+++zK5J0mStOZbpSAiIrYHzgJOAOqXOv4dMBr4S0rp1UqpUJKkNVizZs146623ljk+efLk5V7z2GOPlXu8ffv2tG/ffpnjAwYMYMCAAT+6xuVZnd4WxTMgvv32WwAWL15c5nhpJ598MgAdO3Zk/vz5DB8+vMJrlyRJ1ddKg4iI6AhcC7wJ3Ad8DXwP1AYKgG2Af0bEn1JKgyuxVkmSVEnK622x9dZbA7neFgcddBA1atTgyy9zkyFnz54NwO9+97sVjtuiRQs22WSTSqxckiRVNysMIiLiUGAHoFlKqWgF59UCzoyIHiklNwuXJGkNN2XKFEaNGkWfPn2oWbNmub0tAObMmcOrr75Kt27d6NixI+PHj+fkk0/m5ZdfplWrVhxwwAGMGzeOiy++mAcffJDPP/+cqVOncswxxwDw6quv0r9//6q8VUmStIZZbhAREQFslFK6emWDpJQKgRsi4pCI2CSl9FVFFilJkirW6va2gNx2nz169OCUU05h1qxZPPjggwBlelssWLCAyy+/nDFjxrDLLrtwwAEH0KVLl8zvT5IkrbmWG0SklBLw4GqO919DCEnS2iyuiKouoYx0efpR1/2Y3hZ16tThnnvuWeZ46d4WzZo14+233/5RNUmSpHXDKm3fGRGNI2KFP1VExJHA/yqkKkmSJEmStFZaaRARETWBx4Cd84/viIhDljqnHnAPsH4l1ChJkiRJktYSK901I6VUFBHDgSsioi65LTy7RsQbwA3A/SmleRHRGvh/lVqtJEn6Uda0JSXw45eVSJKk6m1VZkTUSCn9BZgI7AS8DXwM7AIMA6ZGxJXALOCj8keRJEmqGNOnT+fggw+mbt26tGrVik8++QSAG2+8kWOPPZYjjjiCUaNGlZz/1ltv0blzZ4YNG0bHjh2ZOXPmCsf/3//+R7169SrzFiRJWqetbPvOPYGnI+Jlcv0rXwP2KvX8VuQCid2BQUDzSqxVkiSJO+64g4EDB/Lll1/SoUMHRo8eTfPmzRkwYABTp05l3rx5NGnShIkTJ7LtttvSrl07+vXrR9euXRk7dizdunXj0UcfLXfsefPmcdRRRzF//vyM70qSpHXHypZmXALUB7YAyuyGEREbAHsDmwG3p5TmRsSzlVKlJElSXq9evSgoKGDRokU0a9aMDh06cPzxx7PnnnuywQYbsMUWW7D11lvzxz/+kRNOOIGpU6ey4447AtCoUSPuvvtuZs2aRYMGDcqMW1RUxMCBA9lll12YNGlSVdyaJEnrhJUtzXge2BzYr/TBiDiA3DKM+4EbgdGVUp0kSdJSCgoK+Oabb+jatSs9e/Zko4024oUXXigTLDRo0IAnn3ySb7/9FoDvvvsOgNzu5PDRR8uuJr3qqqs488wz2WijjTK4i1VXVFTE448/zkMPPVTVpUiSVCFWGESklP6SUpqVUlpYfCwi2gC3A48CVwO3Av7LKEmSMlFYWMjVV1/NDjvswJVXXskvf/lLlixZQq1aP0z0rF27NrNmzaJ169YUFBSULMWYM2cOAHXr1i0z5h133MF+++3HdtttV2l1r25vC4D333+fvfbai48++ohjjz12uWNPmDCBrbbaqtJqlySpIq1Kj4g5KaVPgBoRsQnQBNg5pfRdBvVJkiSVUatWLa699loAmjRpQo8ePQBKZj8ALF68mAYNGtCwYUOeffZZhgwZwogRI5g2bRqbbropLVq0KDNm3759iYgy49SrV49XX32VZs2aVUjdq9PbYuedd2b69Om0adOGiy66iF69epU75ldffcX111/PhAkT+PzzzyukTkmSKtvKekQMBPbO74oxGNgReBXYvvgf66V8HhE7pJQ+rNgyJUmSltWoUSMAtthiC7788suS47Nnz+Z3v/sdAHvuuSd33HEHCxcupEePHvTq1YuaNWuWGad0c8quXbsyfPhw5s2bV6G1rk5vi2HDhnHxxRdTUFDAWWedtdwx58+fXxJSPPts9W3V9emnn/Lkk0+WhEqSpLXbcpdmRERD4LfApsD1wH3Ay+S271zex/HAU5VbsiRJWldNmTKFwYMHU1RUBMCYMWPo1KkTw4YN44033uCrr75ixowZfPrpp/Tr16/MtbfeeiuNGzfm0ksvBeC+++7joIMOYuHChcu8TmVYnd4W3333Hffffz+HH344Q4cOpXv37jz22GPLjLn11lsv03Szoq3ukpKioiJ69uxJQUEBTZs25cknnyx33KOOOoqIICLYdttt2XDDDSv1PiRJa47lzohIKc2MiPrkdsb4LXAU0AxYAozJfy6tRn68mkiSJFWCwsJChg8fzvPPP89+++1HvXr1uPrqq6lTpw5/+9vf+L//+z+WLFnC8OHD2W233Uque/LJJxk1ahRjx45l4403BuCLL75g0qRJLF68mDp16mRSe+neFn/729+W29ti0qRJLFy4kO22246ePXvSuHFjjjjiCN54440y95WF1V1Scv/999O2bVu6d+/O8ccfz80338whhxyyzLjbb789gwYNKnncqlWrLG9LklSFVrg0I6W0AHgm/3FBRPwC6AWsD3RLKS2u/BIlSZJymjVrxltvvVXuc127dqVr167LHJ8wYQKLFy9m/PjxlF5a2rdvX/r27bvM+cOGDWPYsGEVVXKJ1eltUTxLozggOeigg1iyZAnPPPNM5kHE6i4padeuHQUFBQDssssunHHGGeWOu+uuu9KtW7csb0WStIZY2fadZaSUJqaUugOXACdUTkmSJEkVZ//99+f3v/89y+lvVSVW1ttim222AXLNKOGHbUfr1auXbaGs3pKS4vNTSlx11VVsvfXW7LHHHuWO+/LLL9OgQQMaNGjASSedVLKjiSRp7bdaQUSxlNLHKaW7KroYSZKktdHq9rZo3Lgx+++/P88//zwA7777LptssgmHHnoo48aNo3Xr1kybNi2T2ldnu9Rit9xyC4WFhTz33HPstNNOTJ06dZlxW7VqxY033sjpp5/OyJEjOfPMMzO5H0lS1VvZ9p01gZtTSqdmVI8kSdJa58f0thgxYgRdunThoosu4pNPPuHRRx+lUaNGvPDCC0yaNIkFCxYAcPvttzNy5EgAzj77bPr168fWW29dYbWvzpKSYqeffjoAJ554Is2aNWP06NH07t27zLgnn3wyAB07dmT+/PkMHz68wmqWJK3ZVrZ959+A9sCpABFxBPBMSunbFV4lSZJUAeKKNWc5RbF0eVrta35Mb4stt9ySMWPGLHO8ffv2tG/fvuTxKaecwimnnLLaNf0Yq7Jdannnr6wZaIsWLdhkk00qsFJJ0ppsZUszFgNFABHRHLgf+F9E/DsiHo2IoRFxWUScEBFbVnaxkiRJys7qLilZvHgxV111FTNnziw5v3nz5nTq1KnMkpJXX321zJafr776Kv3796+Se5QkZW9lu2b0iYjiDkOdgQ2ALfMfJaflPy+KiONSSstuci1JkqRqZ3WXlHz//fe89NJLjBo1iu7duzNlypSSLVOLtyVdsGABCxYs4PLLL2fMmDHssssuHHDAAXTp0qWqb1eSlJGVLc2AH4KGq4Ajge7ARsCmQAOgObmQYivgUsAgQpIkrdPW1SUl6623Ho89Vv6PgqWXlDRr1oy33357teuRJK0dViWICICUUmFEzE0pvb7MCRG3AR8AO1VwfZIkSZIkaS3yo7bvXFpKaTLwLnBQRYwnSZIkSZLWTqsyI4KIGA28AWwdEccCHwLvpJSKSp12fkrpPxVfoiRJkrKwtiwpkSSt2VYliNgIaAMcQW6Zxj/yx7+JiP8HDEwp/S+l9EQl1ShJkiRJktYSqxJEFAF/y3+9Prlg4mfAjuSaVB4bEd1TSvetaJCIqAncArQDHgaGAD2B74BHUkrPR0RHYGdgM+DqlNIXq31HkiRJkiRpjbUqQcS3KaWzy3siIrYit4vGTRExK6X09ArG2QI4B7iTXABxB3AR8AkwNiJ+RS6o+BlwIjAo/1mSJEmSJK0lflKzypTSZymlK4G9gSsiYsMVnPs5sDm5bUBfB34FTM9/bAt0AhanlBbnjx3yU2qTJEmSJElrnlUJIlbatSilNAnowspnMCwmt5zj8uWMXfpxubVFxKkR8VpEvDZz5syVlSZJkiRJktYgqxJEjF2VgVJKHwLL3TUjIjbKz6D4EvgUKAS2IrcU4zNgBLB+flbFz4BnlvM6Q1NKLVNKLRs2bLgqpUmSJEmSpDXESntEpJQGrupgK9m+s1dENAPGk2tU+RJwFvA1cFJKaWZEnApcChQAfVf1dSVJkiRJUvWwwiAiIs4EtgZuTil98lNeKKX0h3IOn7bUOSOBkT/ldSRJkiRJ0pprZUszXgJ2Bd6PiEcj4rAMapIkSZIkSWupFQYRKaWJKaV2QAvgHWBYREyOiPMiYrNMKpQkSZIkSWuNVdq+M6U0JaV0IbnmkpcBRwBTI+LvEfGryixQkiRJkiStPVYpiCiWUvo+pXRvSmk/4FfkGk0+FRETI+LkiKhTKVVKkiRJkqS1wmoFEaWllN5OKZ0JbAncBvQGplVUYZIkSZIkae3zo4OIYimlb1JKN6eU9gAOr4CaJEmSJEnSWmqVg4iI6LCS5zcATvjJFUmSJEmSpLXWKgUREdEbuD//9a8jIpZ6vhbwBHBahVcoSZIkSZLWGisNIvIhQ99Sh+4FJkTE70sdqw18WcG1SZIkSZKktcxKg4iUUiGwK/BuROwMNAX2AR6OiA8jog9QM6XUCXi+MouVJEmSJEnV2wqDiIioFRHnAK2BWcAMoB3wf0B/YBzQEZgUEUOATSu1WkmSJGkVPPHEE+yyyy7UrVuXAw44gI8++oguXboQEWU+jjvuOAoLC6lRo8Yyzz3++OPljj1hwgS22mqrjO9IktYetVby/LnAtcBUYHJKaRawzP+R8z0jdgL2rfAKJUmSpNXw2WefMWLECEaPHs1///tfOnbsSK9evdhpp5245JJLSs574IEHOOOMM5g9ezYdO3Zk++23B2DRokWMGjWKww47rMy4X331Fddffz0TJkzg888/z/SeJGltsrIgYm/gJuA/wEnFB/PBw9lAD6A+cHlKaWhEzK2sQiVJkqRV8cYbb3D99dfTsGFDmjdvzp577smMGTO47bbb2HLLLYFc2PDEE0/Qpk0bFixYwC233EJBQQEA9913HxtvvDFL9Wdn/vz59OrVC4Bnn30225uSpLXISmdEpJQmA0TESfnPtYFHgENKnXc6MLRSKpQkSZJWQ7t27Uq+Liws5NNPP6Vv374lIQTAqFGjaNeuHRHBRhttVOb6YcOGcfPNNy8z7tZbb115RUvSOmRlzSqnlPq6OBK+itxWnVuRCzK24IclGalCq5MkSZJ+ggEDBnDAAQdwzjnnlDl+991307lz52XOnzZtGgsWLGC77bbLqkRJWuesbEbEhRGxGbnGlC9HRAFwZUrpm1LnzCj1dY2I2Dil9HVFFypJkiStjttvv53atWtzzz33lFlmMXPmTGbNmsWOO+64zDUjR46kQ4cOWZYpSeuc5QYREVEDOANoBBwHPAmMABYsvV6ulJrkGlwOqNAqJUmSpNXw0EMPsdFGG3HZZZcB8PTTT7PTTjux1VZb8fDDD3PMMceUe92oUaO4//77syxVktY5K1qaUQDcC7wENAS6A4cBxwLtl/OxD7kgQpIkSaoSH3/8Mddffz2zZs1iyJAh3HDDDZxzzjnUrl0bgEceeYSjjz56metmzJhBUVFRmV4S48aNo3Xr1kybNi2z+lfk/fff589//jMLFy6s6lIk6UdbbhCRUpqbUrogpbQvsDlwIvAYUAj0JbejRumPfYA2wJGVXbQkSZK0PHfffTcvvvgiZ511FmeddRZ9+vThv//9L5ttthmFhYVMnTqVFi1aLHPds88+y6GHHlrm2KxZs5g0aRILFiwAcss9Ro4cCcDZZ5/N1KlTK7T2J554gl122YW6detywAEH8NFHHwG5ppvF99KlSxfq1KkDwFtvvUXnzp0ZNmwYHTt2ZObMmeWO++KLL5aM27FjR77//vsKrXtlDFAklbayZpUApJS+SimNSCn9HmgBNAE2SSm9UurjpZTScymlsZVZsCRJkrQi/fv3J6VU5mPJkiXUrFmTWrVq8eabb5Z7XceOHUuWchRr3749c+bMoVmzZgCccsopvPfee6SUuOGGGyp0J43PPvuMESNGMHr0aO69915efPHFku1Ce/TowcSJExk1ahSbbbYZAAsWLKBdu3b8+te/pmvXrqy//vp069ZtmXG/++47HnnkEUaMGEG/fv34xz/+wbvvvlthdcPqBygTJ07khBNO4JxzzqFdu3Y8+uij5Y57ww03cMopp3DGGWdw7LHHMn369Aqte1UYokgVb2XNKpeRUpoC9ImI7SuhHkmSJGmd9MYbb3D99dfTsGFDmjdvzp577smMGTOYMGECw4YN44UXXmCDDTYoOf/FF19k6tSpJU03GzVqxN13382sWbNo0KBBmbGvuOIKNthgA7799luef/55dttttwqru3SA8t///peOHTvSq1cvHn/8cXr06MH777/PmDFjSmovKiri8MMP58EHH2Sfffbhgw8+YPfdd2fOnDklQQXAY489xo033sj7778PwCWXXMIFF1zA8OHDK6x2yIUo/fr14+OPP6ZVq1bccccdbLfddhQWFnLOOecwefJk7r777jIhyuDBg9l888354IMPOO2008psGVts/Pjx/PGPf2STTTahefPmXHHFFRVat1SdrXYQUSylNBkgIjqllOzoI0mSJP0Epd/MFhYW8umnn9K3b1+GDRtWMgvi7LPPZrPNNuOCCy7g22+/BXIzHgBSSgB89NFHZYKI9ddfH4DJkyfTv39/+vbtS82aNSus7tUNUObPn8/06dNZvHgxAPXr1y+3nv/9738UFhayZMkSatSoQf369St8RkRlhSgzZszg97//Pc8++yy/+MUv2G233dhqq63o0aNHhdYvVVertDRjeSLibKBiI0lJkiRpHTdgwAAOOOAAzjnnHF5//XWaNm1K69at+cMf/sDQoUO59NJLad26NQUFBSXLGubMmQNA3bp1lxnvo48+YujQoey4444cccQRnHfeeRVWa7t27WjYsCHwQ4DSqVOnZQKUK6+8ku+++4769etzwgkncPLJJ/Pyyy/zr3/9i5EjR5Z5Iw+5pTILFiygS5cufP7558yePZtrrrmmwuqGH0KU5s2bc9RRRy0TogwaNOhHhShDhgxh8eLF/OIXvyAi2Hvvvbn22mtLwqIsLG9JSVFREY8//jgPPfRQZrVIS1ulGRERMQyYA8wqPgQsAY7Ify1JkiRVibhizftxNF3+499w3n777dSuXZt77rmHiGDhwoVsvvnmANSpU4fWrVvz1FNPMWjQIJ599lmGDBnCiBEjmDZtGptuumm5jTi32247rrvuOiD3ZvqOO+5g0KBBP7rG5SkdoLRs2bIkQNlzzz1p1qwZX3/9NYMGDWLo0KH07t2bIUOG8OSTT3LjjTcuM9aWW27JQw89xH333cfBBx/MZpttxumnn16h9a7uLJTSIcqIESOYPHlyuSHK008/Tf369YnI/d1s0KABU6ZM4f333y9ZSvNTre6SEsiFE506daJ79+4l/UeW5pISZWGFQURE/BrYEuhS6nAiFz4kYEfgnkqrTpIkSVqHPPTQQ2y00UYlTTOffvppGjduXDLbAXJLMOrVqwfAnnvuyR133MHChQvp0aMHvXr1Wumyi0aNGi3zxrkirGqAct1119G2bVuGDBnCrrvuysCBA+ncuTM777wzu+66a8l4b7zxBpdddhljx47l66+/Zv/996d9+/a88sorFV47VGyIMnPmTGrV+uGtVvHWsbNmzaqQIGJ1l5QATJ8+nTZt2nDRRRctN4RwSYmystylGRHRABgFfAxMAToAxwHv5b9+F5gO2D5WkiRJ+ok+/vhjrr/+embNmsWQIUO44YYbOOecczjkkEOYNGkSs2fPBuDdd9+lY8eOZa699dZbady4MZdeeikA9913HwcddBALFy7kmWee4cEHHwRyIcazzz67zO4gP1XpACUiSgKUr776quSc4gBl4sSJjB8/nubNmwPQp08fioqKeO+998qMefvtt7PFFlsAsPHGG9O9e3feeeedCq279GsVhyg1a9Zk4cKFJWFN6RBlyZIltG3blj59+nDPPffQu3dvOnfuvExdDRo0KOnhAZQs5Vi6ieiPtbpLSgAuvvhiCgoKOOuss5Y77pqwpETrhhXNiPgF0AAYAXybUnoIICLOSCk9FBFnppS+KZ5uJEmSJOnHu/vuu3nxxRd58cUXS45FBP369ePrr7+mZ8+ebLvtthx33HGcdtppJec8+eSTjBo1irFjx7LxxhsD8MUXXzBp0iQWL17MN998Q9++fXn55ZepU6cOffr04cQTT6ywuosDlOOPP54hQ4ZQVFTEbbfdxkknncTll1/O7Nmz2WyzzXj33Xfp1asXW265Jeuttx5vvvkme+21F3PnzmXDDTdk7733Zty4cVx88cU8+OCDNG3alHHjxpFSIiKYO3cuBx98cIXVXWx1ZqGUF6JcdtllvPfee2Vmc/z2t7/lP//5D9999x3rr78+s2fPZtttty257qda3SUlAPfffz+nn346Q4cO5ZVXXuHYY4/l8MMPLzNuFktKJFhBEJFSeioiNgF+A9wUEW2Ar4GNI+IXpT5vFBF7kluuUQOYl1L6sPJLlyRJktYe/fv3p3///uU+d9VVV5V7fMKECSxevJjx48dT+heEffv2pW/fvgAcddRRHHXUURVeb7HVDVBq1KjBAw88wIABA2jdujWfffYZjz76KFtttRUvv/wykyZNYsGCBfTu3ZupU6fSrVs3WrRowRdffMGdd95ZobVXVohy1lln8be//Y0XXniBAw88kFdeeYULLriAyvgl7qosKTnxxBNZuHAh2223HT179qRx48YcccQRvPHGG2W2cq3sJSWr4v333+exxx7jtNNO+1FLiGbPns0//vEPfvvb37LDDjtUQoWqCCvsEZFSWgT8KyI+AcaWeurVpT6/Vuq5z4BtK6xCSZIkSeXaf//9q7qEHxWgHHnkkRx55JHLHG/fvj3t27cvefyXv/ylQmpcnsoKUZo1a8YzzzxD//79ufPOO2nbtm2ZWSwVZVX7chx77LElxwAOOugglixZwjPPPFMmiGjQoAEffvjD75QrekkJ/Lgmm7Nnz+aUU07hyCOPpGvXrssd+8477+SGG27gnnvuMYRYw62sWWVjoB25xpR/JDfr4XhyyzU6L/UZYD3cRUOSJElSNVCZIUrLli154oknKqbQcqzOkpJtttkGoKRnR3HPh+Kmp8Uqe0nJj2myef/99/Pcc8/x8MMPl/t9LzZ8+HAuuOACXnnlFbbbbrsKqVeVZ7nNKvMGAbcA26eULkopXQhMTildBHxU+nP+o19K6dzKLlqSJEmS1lWr29i0cePG7L///jz//PMlxzfZZBMOPfRQxo0bR+vWrZk2bRpnnXUWdevW5YUXXgCo8CUlP6bJZvPmzTnvvPNWOO5XX33F2WefzTnnnGMIUU2scEYEUIfcDhlnRcRGwGKgRkTUxpkPkiRJkpS5H9PYdMSIEXTp0oWLLrqITz75hEcffZRGjRrxwgsvZLakZHWbbK6//vr84he/4OOPP17huA8//DDz58/n5z//Of3792fOnDlccsklNG7cuMJqXxUjRoxgzz33ZKeddsr0daujlQURZwKzgTuA+aWOLwSIiCPJLduQJEmStBriijXv93rp8pX/aF9d616b/JglJVtuuSVjxoxZ5njWS0qKrUqTzUGDBq3SWK+//joAbdq0oW3bthx77LEceeSRvPrqqyu5ctUtr7dFvXr1mD//h7fKn332GQATJ05k8ODBbL755nzwwQecdtppZYKYpc2YMYO99tqL8ePH06RJkwqre021smaVX0TE9sDDwPdLPb0BMGeZiyRJkiRpDWOAsuZY1SabqxpELFy4sORayDXjPPPMM5k7dy6bbrrpT653Rb0tfve739GqVauSczfbbDOKioo4/PDDefDBB9lnn3344IMP2H333ZkzZ065O4EsXryYDh068Omnn/7kWquLlc2IIKU0Gei6vOcjokZE1EwpFVVkYZIkSZKktcvqNNlcVaWbcdarV4+UErVq1aJu3boVUnNxb4uGDRvSvHnzkt4WAIcddhjdunUrc/6cOXOYPn16ya4j9evXp2bNmssd/6qrrmLHHXdkwoQJFVJvdbCyZpWr4poKGEOSJEmStBZb3SabK1K6yWbHjh2pUaNGmWacRx99NLVr166Qutu1a0fDhg2BH3pbdOrUCYC//vWv1K1blyZNmnDFFVewZMkS6tevzwknnMDJJ5/Myy+/zL/+9S9GjhxZ7myIm266iXbt2mXez6KqLXdGRORao26aUlrh8ouU0lOlrtkAqJFS+rbiSpQkSZKkddeatqzkxy4p+TFNNl999VWuv/56ILekY/PNN6dt27bMmjWrTJPNkSNHMnjwYCZOnMi3337Lrbfe+tNvtByle1tArsfGDjvswD//+U8GDBjAFltsQc+ePRk6dCi9e/dmyJAhPPnkk9x4443LjPXEE09QUFBAq1atePzxxyul3jXVcoOIlFKKiJ4RcevKwgiAiNgQuBi4rCILlCRJkiRVfz+myeZee+3Ffffdx3333Vfm+NJNNpd+XBmW7m0BcMkllwBw3HHH8c477/D444/To0cP2rZty5AhQ9h1110ZOHAgnTt3Zuedd2bXXXctGe/8889n6tSpnHnmmSxatAiA3XffndGjR3PQQQdV6r1UtZUtzbgRuCciekXEbhFREBE1ACKiZkRsFhF7RkRv4Cng1pTSksouWpIkSZKkrJTubRERPP300yU7ZEBuZseOO+7IJptswsSJExk/fjzNmzcHoE+fPhQVFfHee++VGfPtt99m3rx5zJs3jwsvvBCAt956a60PIWAlQURK6SvgGGB34DVyu2R8HxFFwGJgRv7474CjUkpTK7dcSZIkSZKys7zeFi+++CJvvPEGAEuWLOG9996jX79+bLnllqy33nq8+eabAMydO5cNN9yQvffeu0xvi3XZquyasQg4NSIuAY4DdgC2AOYCHwMPp5Ter8wiJUmSJEmqCsvrbfHFF19w2WWX0aVLF2rUqMHQoUPZY489AHjggQcYMGAArVu35rPPPuPRRx9lq6224uWXXy7pbbEuW2kQUSylNJPcUg1JkiRJklZoTWuyCT+u0eaKelucffbZ5R4/8sgjOfLII5c5vrxeFgMGDGDAgAGrXVt1VRHbd0qSJEmSJK0SgwhJkiRJkpQZgwhJkiRJkpSZVe4RIUmSJEnS2m5t6W2xJnNGhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyoxBhCRJkiRJyswqBRGRM3gl5xxeMSVJkiRJkqS11arOiPgD0CciukXExks/GREBDImILhVanSRJkiRJWqusahDxIvAVcBswJyJejYjLImK7/PNHA9sCF1VCjZIkSZIkaS2xwiAiIk6IiEgpPQK8AYwExgMNgQHA+xFxPzAIWAAcX6nVSpIkSZKkaq3W8p6IiEbA3cC1ETEMKEgpHVDq+QbkZkCcAyTgiJTSG5VarSRJkiRJqtaWG0QATYAZwM+ASwEi4gngLqAFsD+5mRHXAZ8BZ0bEmJTSososWJIkSZIkVV/LDSJSSi8BW+RnRtQAegNfA+cDrwFtU0qLi8+PiFeBK4ALKrViSZIkSZJUba2sR8SvgTuA04FmwN+At4BXye2i8f8iokFEFAA9gEkRsU8l1yxJkiRJkqqple2a0QjYE/gvuWaUFwKHA7OAnfJffwA8BHQnF1JsVVnFSpIkSZKk6m1FzSobkOsDcRc/NKRsDgwFNgMeAX4NvAKcCAxPKf0nIt6p7KIlSZIkSVL1tKJmlbsDZ5MLICL/GaBl/vHX5JpUngX8FmgdETVTSt9VXrmSJEmSJKk6W9HSjH8D2wP9gXOBueQCiL8AhwKvk1ueMYnc7Ii7gEMqsVZJkiRJklTNLTeISCl9A8wHLia3ledo4CjgV0CLlNJvgHeA/wBjgT8CO1dqtZIkSZIkqVpbWbPKBsCeKaWzgToppX+mlPYFakVES2B2SukIYHRKKQHvVnK9kiRJkiSpGltRjwhSSu+Xevh/pY5fHxH1yPWGIKVUlH9qXAXXJ0mSJEmS1iIrmxFRolTYUPx4XkqpcKnTzqmQqiRJkiRJ0lpplYOIiKgREacvdWz9iIj810OBARVbniRJkiRJWpuscGnGUvoCf4iIGSmlh/LHdgI2jIhPgSMqvDpJkiRJkrRWWeGMiIi4OCL2zT9sAhQC90ZEu/yx74GDUkqfkdsx44PKKlSSJEmSJFV/yw0iIqImcBbwTERcCPQmNwPiXeDBiDiSXDBxGEBKaQ4wo9IrliRJkiRJ1daKZkRsDfwbmAtcA7wIrAf8D/gT8DegPbBXRGyavyZVXqmSJEmSJKm6W24QkVL6OKV0ZEqpEdAGeBN4AWgNbAj8EjghP8bv85dF5ZYrSZIkSZKqs1XaNSOl9BwwC/gtsBWwU0ppJnA1cBf2hpAkSZIkSatghbtmRMQm+S9/C1wEtAJ2Tim9nz8+K6V0SqlLXJohSZIkSZKWa2UzIi4HbgCmAyPJLdGYEBFH55/fPiJaVmJ9kiRJkiRpLbKiXTM2A3oCXYArgF7A9sC3wN0RcT2wGOha+WVKkiRJkqS1wYpmRBQBp5PrAbEn8B9gc3K9IroABeR6RHSOiDqVXKckSZIkSVoLrGjXjHkppbvzPSAaA5cAt5CbFfF/KaWTgeeAesCxGdQqSZIkSZKquVXdNeO7lNK9QGdgfeD7iKhFroHlHimle4rHiwi38JQkSZIkSeVa4a4Z5dgdOCmlNDr/eOltO68HagKFP7UwSZIkSZK09lnlICIiCoA/AltGxAlAbWA8MDOl9D1ASumflVKlJEmSJElaK6xSEBERjYEHga3JhRHXAU1LPT8f+Bh4BbgupfRxRRcqSZIkSZKqvxUGERHxIDAX2BX4N3AysCj/+XpgU3LNKjcHdgH2APYCWlZaxZIkSZIkqdpa2YyI7sB6KaXZpQ9GxCTgkpTS4lLH1gPeAfaIiFopJftESJIkSZKkMla2a8bvgRcionM5z82MiBciYlBE7JHvE3Ej0MgQQpIkSZIklWdlQcSuQDPgnoh4OyJ2L/XcJKAhcBbwn4gYAtyaUppVOaVKkiRJkqTqboVBRErpImBb4BhgFHB3fscMgANSSs2BTYDDgO2Bv1ReqZIkSZIkqbpblV0zzgW2SSkdGxEJ2B/4f8DlEfFpSulG4Gng6Yg4PyJ+k1IaV3klS5IkSZKk6mplSzMAvgF2iYhrgW2A8UAb4FTg9NInppT+SG65hiRJkiRJ0jJWtn3nWOBj4CXgiPzXZwB1gdH5c+5c6rIPKrpISZIkSZK0dlhuEBERQW4Zxt6lDm8HrJ//enegEFhS6vkawHzg2ootU5IkSZIkrQ2WuzQj5dRKKdUBribXF6IlcBdwB/AlMAPYJ6VUJ/+xfkpp8ywKlyRJkiRJ1c9Ke0RExKnA0cDPgA2BZ1NKPYAtyfWJuCIi9qzUKiVJkiRJ0lphVXbNeCKlNBQgIhoCiyE3YwJ4AngiIg6OiMgfkyRJkiRJKtdKg4iU0tRSX88EZpZzzjMVXJckSZIkSVoLrcr2nZIkSZIkSRXCIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGXGIEKSJEmSJGWmVlYvFBEbAzcBrYAPgDOBC4AZwDsppQcjog3QDqgN3JJSei+r+iRJkiRJUuXLLIgA9gNOB74HpgNDgfuBe4HpETEeuAfYH2gK3Absm2F9kiRJkiSpkmW2NCOl9HhK6RugPvAW0BKYnlJaDBQCnYGtyIUU04HWEbHR0uNExKkR8VpEvDZz5sysypckSZIkSRUg0x4REVEPOAH4PRD5j2VOK/V5medTSkNTSi1TSi0bNmxYWaVKkiRJkqRKkFkQERF1gcOAvwAb5g9vFRG1gfWA+4DPyc2K+Bnw75TS11nVJ0mSJEmSKl+WPSJ6A9cAI/KPu5LrG9EYOC2lNCMiTiDXxDKA7hnWJkmSJEmSMpBZEJFSuha4dqnDw5c6ZzwwPquaJEmSJElStjLtESFJkiRJktZtBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzBhGSJEmSJCkzmQYREXFQREzIf71LRPw1IgZFxL75Yx0j4oqIGBIRjbKsTZIkSZIkVb7MgoiIaAHUBLbJH7oDGA3cDNwTET8DbgGuBiYCg7KqTZIkSZIkZaNWVi+UUpoUEYsAImJj4FfA9PzHtkAnYHFKaXFETAcOyao2SZIkSZKUjarqERFLfV76OCyntog4NSJei4jXZs6cWSnFSZIkSZKkylElQURK6SvgVWAr4GfAZ8AIYP2I2DB/7JnlXDs0pdQypdSyYcOGWZUsSZIkSZIqQGZLMyKiNnAMUC8i2gDdgLOAr4GTUkozI+JU4FKgAOibVW2SJEmSJCkbWfaIWAxcn/8odtpS54wERmZVkyRJkiRJylZV9YiQJEmSJEnrIIMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUGYMISZIkSZKUmVpVXUBpEbEe8CfgfWCLlFL/Ki5JkiRJkiRVoDVtRsTJQL2U0o1Am4g4uKoLkiRJkiRJFWdNCyJ+C0zPfz0dOKQKa5EkSZIkSRUsUkpVXUOJiBgFfJhSOj8i/gFMTSmdu9Q5pwKn5h/uCPwv4zLXJA2AWVVdxI9g3dmy7uxV19qtO1vWnS3rzlZ1rRuqb+3WnS3rzpZ1V0/bppQalvfEGtUjAngG2Df/9c+Au5Y+IaU0FBiaZVFrqoh4LaXUsqrrWF3WnS3rzl51rd26s2Xd2bLubFXXuqH61m7d2bLubFn32mdNW5pxGzAvInoBz6eUnqjqgiRJkiRJUsVZo2ZEpJS+B86o6jokSZIkSVLlWNNmRGj1VNclKtadLevOXnWt3bqzZd3Zsu5sVde6ofrWbt3Zsu5sWfdaZo1qVilJkiRJktZuzoiQJEmSJEmZMYiQKklERFXXUJnW9vuTJEmSVDkMIqQKVvwGPZVa91Td37QX1x8RP4+IDhGxK7BBFZclVbiIaBURv4yIulVdy/JU9/+fSJLKV+rnrUMjomVErF/VNf0UEVGvqmtYE/jvdvkMIrRc/kfz46SUUkRsHRG3RMSlEbFhqsbNWCIiStV/ITASuBTYuOqqWr58WLJbVdehZUVEi4g4LCLqVHUtS4uI7SLiNuBp4M9Am4ioWcVllRERW0XE1kuFnP47rkpR/HcrIv4YEX+NiJPyj9fpnw0iYqOqrmFNFRG/iIhd1vW/Iz9F/mfIjYB7gXuAParr/+cjohNwUUQ0yT+ulvfxU0REbSj7y8k1UUTsFxGdI2KLLF93nfsLoZUr7zf6VVhLx4i4PSKuj4jWVV3PikTEwRHxcEScB9wKnAp0BZpVx3+US/89iIg6+fvaFuidUuqUUppRtRVCRNSKiP0j4ub8bw4KgP8H3BsRJ1XH7/uKRMRv8v9NVKv7ioiGETEEeBG4Ctiliksqkf87dD65rtavAX8Erk4pPZ5SKloTvtcRUT8ibgX+DVybDyQ6RcRmQJXXVxEiZ9OIWGZb8TXhz6BYROyQf7NVK/94jamtoqWUluTv7+dAL6B3RNTM/5uw1t73ikTELcD9+V8ybFLV9awpIqJpRAwDxgPDgDZVWlA1FBE/i4if5R8uASYD96eU/p1SWlKFpa2W/L/310dES2B94DzgRMj9P6VKi8tIqRD3AuBfEXFnRKwxP/cUKzX7ZlPgZuAPQNeIWC+rGgwitIziACIifhURZ0REw6xrKPWbyLpAd6Ad8NlS56wRPwjl/wMG6AIcAbQE7ga+Bu5OKb25JoQ6q2rpICr/W7AHgB2A36eUhuSPN62yIn+wAXA00BP4FXA88CHwV+De6vR9X5GI2Dki7gOeBO4DzomI9hFxTvFvGtZUEfF74FHgv8BwYE9ysw2qfFZERBwD/APoCByfUroV6AEcUmpWze5VVR9ARHQD7gcWAl8AnYG25H5geBjYtcqKqyCRm7p7PvAnYJ/8sfUjYq+I2BhYI2amxP9v77yjpCi6Nv4rggSRKIKgYkYUBTFjVhQVc0ZUzDlhwpwwYc45Z0XFgAIKmMNnzllfVMyKgigqMvX98dyia5oFWXZ3ZtB6zumzOz09M9XVVbfufW4o5/YCPkJj4hDn3EXAevbev0afcs4t7Jzbwzl3IIoQ+gz4EJgf6F3WxpURJrPmAjYG9vXeTyxzkyoCzrndgKeBn5BcWgFYwznX1N6vU13NOVffOde6Ln+jLuGca2ay5EVgkJ1uALQHXnSK8uw3JxBfJgdXBA4D9vLe34x0si2ccyuUs22lQKQ/B8KlN7AW8K73/t2yNawKOFcU7bwuMBbYD7jAez+lVO341yycCbUH59w8pqCfj4TiiiX87bYA3vupdqq7/b0a+Mo5t5lT6NBKiKQoK8yT+qJzbiFkLADchzyXvwCvOed6OueOc851KFMzZxnOuXoRAbG6c+4BZDgOAdoA1zqFXd4DDHbOdbRrS0YKOeea2hjo5b2fBFyOSKpTEGG1jff+usibVzGkVXXhFIlyBHAZMjq3trc2QvPzKKBjeVo3Y1iUweHOucHAz8AGSMnqDkxE0UI9yti+lZ1zQxFxuBga452dc32Av6yNE5xzhwHbOwutLHEb13XO3QwcD5zkvT8MOBfwKGrjKUSevFnqttUBmgGbAbsDS9m5Y4H/A0YBS5VzDhsZAvAn8DnwI4p2OwTYsEzNqlU455qbbF8MaAUcDFwKXOG93w84DugA9HfOtfmvREU4pVm2cM5tCuwFXIzC5Ts65w6xa+pF17eyv+2q+r5/E5xzSxiJ6NA69BGar18D2wI9oW6ja40cvJ85lJB1zu2B2l8f+BLYyzm3CtACrfnvA8OR7K/IdNgA59xWyGZ4HLgF2ME5dxwwAVgS3dvirsJSHmsDVTjw+jnnRgGvAi299+eXs315OEvxdM51ds6dAPQC9vHePwrs7Zw72jm3dEka471Px3/4AFwV5/ohZesWoH+J2tEahdTfCbSJzt8DjIhev4FC1h4F5itjv3VFbHV/a8/BwPbAx8Bo4DUU5t0OeAt4FzGjc5f7mc/gfupF/7dDnskHkGejMfJy/Gj3ehxwI/AbsGsZ2rq5teNKtLjdirztBWB3u2YnRJ70K3ff1uA++yMF5AeUDhPOvw9MAR4pdxtn0O7myBtyH7AFsDSKFnoIpWQMsmd1IlJgp5NBddi29oi4egzYwc51sfZ8bf3dzY4Rdv6MEvffUihy5GFkiBeAbYAFUX2WcXZuO7u+YbmfeQ3v19nfg5Ch/ySwmsn+3+1el7VrSio/bezeYM+jNbAjIoA2Qh6kgs3Fpez6eqVsXy3f6/W5cbU38Dewp8nZ6xCpOAF5Osve5jrujzYmGx5DjoWd7fxCiKD5xY524dnbsRGKAPsEpXutZO8viLzcjaPfmCPHCyJu10Bk+LNoLX7E1qpnbY5MQaTNPHXYjvmQHlIADix3v1Sz7Z2tzx4CVraxc7zdyxOIIF/Crv0MGBJ9tmRr5j/cQz37uzkiZoegdXRXFClWQLrwzsBgYIDdV4Nyt70u+sH+XwG4CngBWKXcbauqrcBZyNnS19a2AvB+dM2bdm7VUoy1FBHxH4e3UeecW8/Cv1sBK6FFsz1SBkvhUZ4HhTxugIyA4FlYHDjDOTe3c+40tJAf4L3fxJepRoFTHYKj0GSdCylw+wNt0cK8OzLCLkHey2tResko7/1v5WjzP8Fb9IB53+8CFkEFKbshgdUH5Xz+gTwdI5FCurtzrguUJPwy5I4PR0WcdgLuQOx7L+StGmZRGmsh4+1M59yi9vk5Qt4559Z2zj2IhfMhhXg559wWzrlhaGF3wPzO0mMqxcNgHpGrkbHcDzgcPa8nUfrDOsD6du4nbyhR2+ZBytI3wMnA+s65j1HI+W1I3r2BlKjXkJK7vb1Xkj52zi0OHAE8773fDJE1BSRXbkYyZW8sKsI519KXMISyLhCev1fK1yg07q9Hhu8Au+wckzMXOud2dqVL6+mIojV2QbLmEpQi85z3/gngXuTJ7Btup0TtqjVE4/pt1P7/mcxcDBna5yN5+wqwHcr53tXG6hwjV2cVtg5uiubbCSg6ZEWgvXNuH7QWHo0I8OYoLRDvfcGOEYhs/QytSfvaVy+LvNpvOedOdM418nNYvrxTDYNLgDGoDsS3dmyF+qOAyIhTgK9QmtX/OefWqYv2mA54hL080Tm3eZANc8C4XBoROg2QXnUAihJ8B63vg4DVnXM9kHPoPqfaC13Q2lT2SM9o/PZDcuJpFNVxDRoDhyEZPg54yHt/ISIqKi6Kc3YQRUEUnHMLOdVxGowcMEEvDrWEOjvntnbOzV/G9vZHpPLjaF07GenOL6KI0Iedc4+itl/ivX/R+xJEvpWbnUlHeQ9gYaR4f4QUkS0R438+MBXzjtTh77vo//WR1/0+ZNQvjBSBrWzinELkEQPql7iv4rYugyJGLkLGwhTkwWyP8refQ0L4XOAD4DQUnlX0PZVyoIVuGGJyWyMjv4CUzxuQZ6w5MiCnABcgIVZASlnJvLIoUuB1++1hdm4upPC9gqI3tkURHX8De5S7f6t5f0ei9BKAhshQLtj9LGHP4VW7t4Hlbm+u7d2trZ8jZfUIezaboEihI0y+XGNjafEStCn2QDa1v+uYfHsdkZ8DUX5z8MgviRTBH4GHS9h/TYDW0evjrF3v23sbIxIwjImDgUblfu41vOflkaHXDxFAfwCfRO+/bPcaop5OKaUMRUrlVda+V4DvbI6uj0jnXRFhdUaQNZUo46u4r5a51/3RWrUkckD8jQzpKcCN0XWX23M4qdz3UId9s5bd4+XIwzkeEZhb2Pt7ozXwELTu3wJ0jZ898giPAO6Ivndu5CktIKKtbFGds9Eny6HozreQo6KAIh42RUTdovb6L2RM325z49roO2o9AgTpK69Ye+4EDi53X/1De8P4mJssOvBNtF6ORU6tfREZuzlaL4chXeBwm4+7lfs+7B72Qev4j8Cadu4QlGrSFxH/f0Tz5iCTn6PL3fZa7IP6KI1wDHKSgvT9AopgbGXn7rFzbwALlLiNDciit49G+vFX9rqvXfOVyblt7V6+AvqUon2Vzhgm1CLyHj2nQkJHIy/HA8AR3vsHvPdf2OsPgFOdCla2qYXfD/n6K1kuaic0QQJeR16IzVBu4dbI+7AdcKr3/hTv/W/OubmcKndPpYTwNlvt/3dR3v4PaNE9FyksyyOjvgsSyOuh8OKDUChj0feUC9b/fZ1z89mpySi0cT/v/XjEbP+GhOY9wBfIEPgbFeHcBnl8XkfK+Mq12LZ6xh4v66LKvc651ZxzI1G42H5ooR7snFsOjZWwpdo23vt7Uf//DuwTRW1UrMwLbfPen+e9v888O0cjDySIjFsNzc1haEFfxTm3iVPNlJJ7SOLfc8457/0bSBldEC1mD6I5vS8KZ34IkQALI0NuHWf1F5xzne1vrTwjpwJf9wEnOe1y4Lz3v9vbr6FF90uk7HlgKEqtehqFyHYAJgF9nHP98vdbF/DeT/bej3fOrW/RLx2RId4ZRQvsBOzpve+MFIt9gC+dc72sfRURGVMVquo7G+PrII/M4UjWXw4s6pT7DTLmQPJmGVsH6lyG2pg5DRFph3rvb0eysDUyvBp5729EsvF4pIwe6ZybrxJk/MzgnDsduMc5t59Tjj+I7BqPIuAWRmTnw2jObmFRAqD5MQXY2jm3pn3fdDudzIlwznWztWJBOzXGe/8q8va3AzYwj+HVyPj9DUUKfgm8b2M8RE50QevUvvbdDbwiIg+2794DWKA0d1YreB+lm3RFpMNpiKhqiPSEzZAu9CaKpvkIkYZbOecGOedaeHmOqy3fZyZ3TV+5xl5OBg51zh3kcsW0yxk9EP92kA02Fh5FaT8/Ix3xWzTOdkS1ZzogXfgZZDQuiQzf70rYfGD6/nPOrYsIqccxGWlvjUDz40ukuzwFLOOcuxKRue8C60ZrasWuWf8EG8tnojVhG+/9FfbWXWgubIfudXO0hp8DrOu9H1fV99UVvPd/o7SZF9BatReSQ1NRDax5UDp2M2TDXI4KE+/onJsX6nj+lJtNSkfpD2Au+zs/MirPi95zQA/7fwgSfgOooYeH4hyqkPd8A9Aifh8pQJ8hNu4pVFehO/I2rZj7Tpf/7jrutx0wth2x2WdaO9dCJMP9iBn+CBntvyHD4Vy738uA9mV+9m1QFMfX1qbB+bGBlKcBSGBNtefwsV3fA0WoFJDH4wD7/yJqKeIDGYY/ICJsY6ApKty0F9DbrjnJfnct5J0soK2uzrH/t7DrzrDXp5az32dlXuTO744Mz8OQoVZAHrnBQFu7JoTY/Y5CxBuXqt0zuxcUsTEeRRc8itJ7uiLj/1nkUbscKbafI1KrNXBdLbWjNfJWjkYK3K1A9yra+QxwWnR+MaQ8TUaGJyj3+W8UydGRWozgQLJ2XkQoLI9yNxsj4uah0GaUGlIAto0+uyhK+Rpr7w0q91j+h3utn3sdR5cthoz556w/OiM5+qk9x3uBtWc03mqhbQsh5b9B9FwaIHK1o/3fFkVtHIGUuT9Q5NWNaJ3cysbbr8BW5e7vqvoKGTW3IQ/23dbejaNrlrB7uwr4H3CDnV8frWWPIoPvUaRoFxC52IY5tE4JInY3JcvFX8ae5X12f6EPFrc+GYPWxW8QYXO7jZEOaGvremTRhGMwz2c0toLudQjSH0rqGa1BP4X2r410h7dQhMSvNo5ClMcj0f3vjIiIEMl06Gz87rwzkx3RuS5kRR0PRGvNe4ioXQrTu5DO267EfVdVe2N9eFMU+baeyZNnUITNGyi65IDo2vNs3JVFj0TrzuZEddzs/G2ITLkCye5H7PzCaM1/HemRdyHd7WNg3Mz6qNIPMj0irmnXMJrje9i4/xE5ZJab2ffU1XiL2nmQPYe/kO6wK1m04V52zWs2tzcw2fY7JagTWPaHmY46fsDFCt/2iH29HC24DU14v4y8+fOgPMajEOvaB1iwFn+/IXCMDfa9Z3D9iciQnwocFZ0/0ibIcJtQB9m5S6jj9BH7/eYoR/g7suJURyIv2LLAmshD8KldE/KuCijP9kNbQLarbcFTjXvYAylH+6GF+1fr6x7RNa2QR3uqPf8Xge9RiN29Nl6Oss8WkLfnEaSYbVPD9tVDrPqvaNHaBSnB04Weo/zKAtkC96EdB6DQ+q+iaz9FaUfr5cdkuQ5k7MTKSBegm/0/kKxmwZJo0SgijWy83YO8k+OREVflQlfL7W4GLBS93hQtaJ3CM7S/B6IaItuhUNPDEDExFBky15EVJ5xIpvhfAixag/ZthQicAYgsvBToGb3f2v7WR8rQBvb/EciTc6e14zFUMOwcmzMjyVJOOtZ0nEf/b2hzrQCsbOc2sL997beHosiMhe38Sda2A5ER/yOaoyE0tqQpazO5z4ZxX9nrbRHpEp5DIJMPtj44EsmBp+31czZO5kepKasg4/E8YKdaaOP6yGB5gSoULkRAXGD9vYO93t6exy/AidG1l1ibj6cCixCiqLECSvW5HBF29aP5EAzIh5Hc3xGRoEeTyaD7EDHTCK3jP9jcGIXJ1znpQITfXzbeYl1lBbSu/YSIzEWRsfgJMqw+sf44xK5/3vphQxsjd2PReJhhYtd1BFYLfV7u+6+iP1phpBIzWCcRGV5AhGlwAtyKjNCvkNf7QUSSXoDWtmts3mwa98dM2jGvfd+tNt6aIFnXqKq5hXTXMEaXQbUpAjkyEelkz9hcX3F2+2cW+7AZIhVWjc61JYuKDXMukDs7IZn+HIp2XNHOX4sI2g1z4/WRqvqgju6lIbbu2Ovg6PkekW9hvd/AZMEk4Fg7t7tdNwo5HwfYMzknelanVepcyM2JaST1zPoqNx6vtD4pAAflr0MEWZvaepb5tgFNcq9XRLVFLrQ2nWyvf7bnspzNuW+BU20M/2rPLxC1dTLuyv6Q01H3Bwqf6m2DLFSCf9jeOx0pwpMRs/0OStGo6W/mJ0Vf5L09G8uZsvNBKDdFhu4FSFEdgSIj1oiu3RqFixai4wOgeYn6cWm0qAah1BkZ90db3z1nQvZle78nUk63RIvzJESktC3hs3fIIBuNjPElgJYoDPop68Or7drA5K6DvD8j7bkVkHF8o/1/DSIjrrfvvoBMGWk9m+1sg0iNNxC5sw9S5O42IfkgtsuBXb85WqT/sv4NxMRl9vkpiPRam8wjcyEVUK2ZYoV3Phszz9lYXiCMZ5SC8iJSVL4nqzh9hT2bPnbdqXZ/Z5DL+67FNncgUzRDVMrqZAr5rTbWwnxuYs/tfTTvb0aVmoOR/y0yhk63Zxzm899YNEs127epjZGvkAI8l42p35AxvwYidrayti2ICLfONo4+snmxIjI+fkOK1Ooo2qcP8mJegkVxzeZcjJ99X+uL1+zeD85dvyuaX5tbv9yH5PP58XMmyz29Y3baVUfjZT2k/F9MpqwORDLwdyIDPvrMk2R1aW6x/8+yPn/H+mASWZX8eWvYxuC9/si+7xgsqoiMIGlKVhNhHaRwB7k5EZHPDdDa9DMVVr0fGcadUdj8g0iuv4LIkvHAo7nrj0Ay6RIs9Q3JpGVQwbmnyWohhMi4bxGx2KrU91eDfpkfyYwTUKh4AVgyen8PRNhfjvSjkF72DVpjNkVE5gS0Hg5D+ssIRIbvbH39EhnBHObBlXZ9iK6sBGK8OSKMb8VyxqP3Frb+WDF6/RIqNgxyZD2A9KCX0Vp2q/XbqXbNCTZfXpjF9qxuz+QLe72mffcoG49VRRlMIzPtdWtERP+PbH15lZw3vw76so/91tv2ej6k905Eekkc2VYPObK2RkbrjWitugFF2B5j4+1OpOM8QYlqYKCi9RPIooK2QmvltRTr8D1sPL+CHAt7RdcX0Dr2BlpHr0Ny/iT7rqnUkc5SC/ffApH9txLpnvbeIkg/6EZuJyekW4+2+bS1PffPgBXs/aAjXYScCNcBXWrQzsbI8bmOvd7M5sq0HXty1/dEcuwFRGyNIqtdUbBnMho5wQK5fnSd9nW5H3Y6avmBFiu6Dnk6bkVK4fZ2fowNrs3s9VE2cN8FDqvl9qyCQldvw7Zgs/P1mZ6smD/6f0dEjlxuAqEdEvBzo3D9G5Fn4gi7vm6Yutz3Imb7ZbICNEsg4iSEn7VEi3QPpIwvaxP/ChNGNSZ5qtH2NmTkwo3IaL/NFoFNkKE7AhEUnwPn2LVNkPengCIh7jPh9BKwVvT9y5igGo6UjwepxlZdZMp+feQpDWFiu9gzfxsZa+NsDC9i12+JvOrr2T1dZv3+oPXx7mShw/ci4/1MlF9e9jka3f/RNjd2s9d7EkWVIOWwlR1TrD8mM73BeoU9ny+IUhBqua0OKXEf29jey9oblK4pZFERgajrZ+9dgBa8zRGxErZ7O47MM74UIkuXqma7lkQL7t0ofHogWdrXrSjMfBnk+f4GGGqfW4hMsR6Nwo1H2ud2ITOwHqSKxbyabWyJjNWggKyDoqtuQ8plO6SsvIEZebn5MdjmxjfAS9H7a9j4vheRJ7dhxTjLfSDv5y9I2emO5vNpZGl55xERssjweAkp2t3s3PPA/fb/8khuDUMRItcikqDanjR7FishRbE3Ij0nItJstei6YDiGMT4BrUePIjJlEiLidiIj+m+mhgRJLfR9aPc60Ti+D8nBhWyOXGrvfYhSUJpGn9/e3htLluK2GllhvWNQxMDtyFiqUw9zLfZLW0QS7IMi73ra+TPtvkbY6/rIqG2AiEJPthPEx0huh/4pIJnWkGzXiK/QunkemeexRdSOQGy9BzQrd79YmxaI5uYZROu43UuIBtvEzh2IjM77yAzQ01Aa6jtoLg+y1w+REQGDkfFdFZGwMZJly6K5/ZD10X4oSqdAVPiyivG+CFqHDs293wnpEUOBfeuwD2Pd+zlr7xEoLXEvJPMLNn6a5treHOkxBRQV/BrSZY6LPnc5kol1Kl+waE0bE58iY3kMWguni1ZEsnRhtM69avOirc2Jj9D6eiKSlSegtX8TpAdMIYrIraQDycqgk54Wz1V7ngVEcsURK/uidbhDdO5msjS2FtH5h5HNNYjZlANIVh2C1v8z7VzQ3ScSRYtTTK4fb9echJxMP9nzWQ5tSz0V6VPLIL3yLaIIn1rv63I/7HTU0YOVMn0oMpTDAnOgvdcLeZXeREayIwrJq+Hv1keK5/pIMXsI2Dp6v8grWMXng2BuZxN6AmIVT8SIk+jaOlW6qToEMBhXV+XO90ceu/ttcndBJMwxJsTPoYQVslEkwKOIfd4JefJ+REppH3t/AGLaQ4Xf/yML/14WLXofIiW7AFxs782DPJWjgd1r8iwQm7sjUo5DaPBIpDy8gEiOULOkATJYYyXpIqT4tUTEylS7nz1RFMEhud8ru/fJ2rETIiHmyZ2Pw/vCwrEjIrket/5ZLfqOEYgMOhd5n+eu5XbGaQS72u8fZGM7tC8o3HfkPuusfb8ij9l45GX9m2xxb5CfZ1XNuyra5ZCC+iIZsdbfxmaoZ3IqUvBut9fXkqU/xGNoeSRnrkQG83mI8NmzqrFTnTGE6l88jhT2dVEkxhPAlrl7CXVkTs59vj6SgzugOfcnUm6vsLmxlV03W5FIdTCuQx/NQxap85j9vygyNsYiUiVU617WntFW0fc0RbLrZXLrErMR1YTCpZui9bAfIisXi/o/jJEryfLJY8VtBHC6vT4dGQmh/syt5ORfdcZIHT2HenYvX9t8WAQp1kfbeAp5/VORgfEOMr7nQ/rBq8gArY/kyznIuHgOKbhPArtU0j3PpC86IHKlr/XFH0hezIt0pP3IIkW3tc+0sb97o3XTI6JqJJJlE5Ese9I+9yQiyQJpdQ5ac99BxsrGNs6D9/ErG4MV02f2/H9Ha81Sdq4L0uHupTjVoBWSPz8jJ8KtSFc41vr4VeuvSXa/L2Ee2yp+dxHkYDoPORYetXEati4eifSo8cCt9pnpZAAidSdhERH5cWlzoq4cVnmnWjBUvyfTX7ZHhNa7RMZr9JkVUSTYSWR65h323rxIp+lVx2OgfvT/fGQOnVcQqb8mMk7nQxGGO1NM3h6B1vtbbcxvas/0BGR4H00WdTZfVf1QSQdKKZ1s43lxO9cVpcfcTc5JQbG+FJyAqyISbxIibbqjrW9vB5au6XhDJP4YNH8HIBkTorxOn8HnWyHH1k9Ih7oBEfNHI7n1Btn6HIjXg/LjvNb6udwPOh01fIDTC8BFESv3IzIseyAFeBwwPrruUbJw9Sa12J7WaNEo2GSYO7STai4CyFPzlR1fooWmKOKjqj6o5f5dARkwh6OFYjPE5BaIPEHIwAjhxLsiImgYUvriGgylyu1rjQzVUFStA/IGjTPBcj3yBI1DCuf11vb1ou/YEy0ipyJDaG27t9F2rkl07T8+gyrGanfkLXoMY25R2HkBGSrD0YJ2OFoQH0PKzTJk3uXOyDjrjbbZC4ZBYyyFoDptLNGzaWWCfqC9bjiztiHGfA2775+QcXE38pSsVqI2b4gWooFkOY6BNGyKDPkCWX2DEBWxEjJ2bkCs+qnImPmaGmw7ac93dURAdUfy4X/2XoiK+MjG7z1IEbqILKd7WjRO1MfvIQPjHSyMMr5mNtu5LJlXuqWda0PmEQv9tCTyPLyNkSV2vhdZeHMPJNOnAmfkfqde/LcSDpQ//i1SxreIxnogXYah9aoBxQRc6JuXsbSx3PdWS+4jz94JiBC6muLCpeG7NkQE2TiMoKiqP9E69iIympZExvwvRKRVTcZLLfX7YUgZPR2Rc+ej9egelFZyDardsjwyHG5CpPMQzGNsz2U9ZKAPtXP72v0eTXHdg4oZczPoj53t2T5NFtUxGhnNod7TVUjPuAat5cGIOAyFTv+OyIg3kew9y94fhTyJm9rrsAZdYa+PQWvwz2RRAc9Rom3xZrF/guxoiQys4JU/C5EAu+WujyPePkdETmfk3X4Wrd2HIFLmGIqj/PLpaZva7x2FiK73kMzYFEVmvgXsbNc+j9a/ecJ35drVDukCq5epHxsh43xVZMwFx8FpyIFyODI+pyI5NF98H4goGYjWsgMQafEKimTa2MZrrToaZnAfDsnuJ8hSL19D8uFWtKa+a8/7K3K1YcjqKV1kry+2cbIKloJABdeEyM2JNtH9HId06RHArjMa07nPB/3iWLLUoMeAfvk+n812hsLl9yL5FuTSkvZ7fyKnQAukd3ay93dHxOGzKMJ4GbLUpnGonsqSdu0CaJ2oM8dv2R94Omrw8KqYzEjJ+wAZxd2i82EBvgEpx/3JRRjUsC3x4rKeDfL3qaLaeTW+cyG08BeAYSXu2zVMGIfQtIJN2g7I8PmJ3F7IaPH82oT3Q1gqTFV9VMttnU5Zjv5f3dp7BCIn7rOx8RJSvk60ReJOpJC2iD7bEXl/JiDP0TBEWCxR03tCi/aSSHEbhRbdE5Dx+Kc999WRtyUQPyE8Ombt26EF/0wU9jkFOKEU/T4rz6Sq30bhbwWyPaerirxpjry4iyNDIqQwhOiDe+P7m9nvVbPd+QJHGyDS8rIZ3MsSaOeSK6xdL8Z9YG0bSqbMdERetkPt/VlWSJBHKS5+GBS4bsjb8JaN14ttfI9FCt1KZJ7LsUBn+1xQEpZC5MMEFEa57Oz2pY3ZpZC3JzyTUcBr9v/uSHm7jmJjrgEZgXsGmddoZTJlozFZcbhV43sox8H0ubGdUQTIdmSe5mOREXhHdB97ovn+JdrKrCq51QgZi8vXQjubINlSsHGaH+PrIvlxl7W/kZ2frqiejdknyTzGe5JF25QtLSbXdwMQabU8itx4DCnP19qz2dDG52FIMX4TGcfvk9Ut2AatC98jArotkkOd474o1/3OYp+E+be4PaN9EWn6DCIHdrD+eM/+LozIwK+wFETrh80RieOREfkrIixG2TjPp8MeBqxvrxdDBOj/rK8PISJgqQBynEgOI0fLn4h4eZJojpMrYmn3OorM4LzfPns1OUMrP16i72hq/TIOGXqnImLvRXsOHyLjvB5yWhSw9JAqvn89bCvJUo2t6HVbZKTeGc2h5cjqQuyNZHw3ROZ9i3TwRSnWZ45DOlYX5IgZYN+9bCnmGyI8nrC5vhRZpFgg71a0MRx0spcpTllYGBFGb5JFlnVApGitOTxLPCe2RuTL7yjyoHF0XZVR5FWMj2Osz3aniqjX2WzjBmjN+szmapzaHgi+x5AddQGyZZ5AesQ+NvZCtPPJaM3dEulzVyIdtCTyqewPPB2z8dCKF74GyKO9HDLKQojhFbkBvwhSCKdgXstaaEcwKFrmzje1iTfVBNpsF5NEeXE/Yh7AupgYVQiNnU3wXI8W24WQ4VDAtskjqx48DMubQ6xj8PZ1ib6vzidzXsjbuNgSFZlaygTgxUhRuNfaPw7VjjgLKRQ/Ydu5kXmE+iNy5TlMuarOPZEpHI3Jtv5slbtmM6R0/IEWsIutD4+391dBYZnfkoWLxYv3o2Se+IXruq+r+RyqIhl62v09SLZ9bazchd1lwk4BzaPPdkFe88PCc65hexuRGbVHogXtLDJvzco2Zn6lOKe/DVrEdkQeoBZkxY6CV7We3cu19vnjZ7ONDZFyW0BK0HQeL6SwXo3IrfbI2PoYkRPDkDcgFF4KVb1Dn++BjOJ7ibzh1WxjDzTPxtlvnIV5+hFB9pxdF6I1LqjiO5a09n5ItgNGGB/BqFqQGhS2qqUxvgKSh+dQXOCvF5KbfwOr2Lkl0Jo0AZESB6LImlMQOV5lupo959sQGVdtBTx6tqHflkNK2PdkxVYXsTH/gD2Tm3PfsQxZOG4wwvrY9U3s9cJors72Ti+18DwaozU375VbFsnuv5BM3QRF1LyFHBIPo/X5G7JCoDvZZ7tge85X8XsVTUCENiICYQ9kIBfIavFsY6/HkG1RPhIZsZeRedznRbL2AxuLkxEZMR7Js4eRDGyJiJ0Zbp9s82DeuH1l6JPpiDKKyYG1bGx/aX3yFoqqbB9dE+ZV0A92R97xbojg+dX+bxB/xo6VkVxuHZ1vZs9nIpLfHZHB9KK1Z2fkhd+fjFAK6WghMiMu/ndyXfRvuIcqzne0v83JyM4Tra2bkdXHuM2uW4lM3lyEokriItzbkaWM1Un9kKi/bkYR0UEetkaESbzL1ItoXQ+7SR0bvbcgxXXfGpGRRefEvzUnHbk5sa7N8zAn3kQEZlVzYrqoREQWPIx0oAWr+o0atHN+svohF5M5L9azMfYkWt8uRjK+gAjRNXPj7W2KU1WXBvYpaZ+X+6GnoxoPa/ot/xYg8zaebcJwYbS4/kgUjYCU5AHUMJc4mnQrogX6E7R4tLJz61k7uyDjdSxRqHE1fidM6rnte2u9oA3ThwmGxfVQ5A16x4RtfevrCWQ5e2ehRWbh3HdugMiIVnUphK1NC9r/iyKjawRmANj5LRBb+hdaYHogZfxnZLxfaueXRIrYHUgxOJ5sQW9BFKYej4FqtndlG6ffkYV8zW1teAQpNG+TeVdCLu5tyDPwAFKWDyUzAoIiMgB5Y2NjvqSeJqR8jULkwq5R/z9s83Hj6NouyPv4PbBH9DzjsfgEmUEfikdNy7+vpTZ3sDFzn43zJ22s7BY/Z7Jc+Evs9Roo37oXkjdBcV+HLP+5ZfQ7HZHyXy05YPe9AJJdd6Gonl1QZMXhwALROHoFWzyR8X+UjbUCMn53RKGLPyLl60qylIfGVLNIpn0uyKgVo7H9MdPXlhhkY7w5yv8thGvisYoUuQMQWXwyM6nZU+rxbb/ZEq0zryHZXyBX3JhM8T45Orc78iZ9ShTSOpPfaWSfmaUIg3xfMAO5i/K2J9qYP83Gwy1Ifv6GlLTlouu7IOKomb1uijy23Uvd91XMi9irvgvZTgWxslsfycuQLhjG3seI1O2HvPfvoXk/JPf5+TAvWznGW036J/q/GZLD3yOifXMbx7chGXs2mZIeItROR46c28miIR9HRI1HxOa1KHqigMiez5HRFlI0gvGdH5vlmLeLIhm0P1UYt/b+VWitWonitfp2RNDuT6ZvhIihVohsHYQI8/WIilnnfqO7zf8JKMImrOFtUT2ox+w3T0CRPIeh9ehaa89dZPUK4q0Qg/HVEHl5a53gyY2ncO9BFowj2+VqUWS0f410wM6IFH/H2n0B0re2QqRsZxQB8QtZ+smKaD2rn//tWrqXsGY1Q2tmAdg7f69IdsyFohuuR8bplzbOY11mAWTsHmzPqav9X1VRy7LLEJuTTZHTNjzL6barRcThtWg960G2i8s3SHbcZ+Mt6CDhuwLJ1omsmO86+f6vRnsbYnU0qEIfQPLsU2vXbtH5JohsHo10r4URUTiVKMUH6Runxm2jBOk/091HuQdGOmbycDQBDkThUjHDvDJSMJZBBtAwG4jr2vsbodDXZ03wNaoDgdYEhSv+gQzZUGjwdmx/cqT4/YWUvopiRnNCZ0FE6ATWei4yz+Xx0XWPYWH/FHuHYyOxFNEPG6PFLuzBvIcJmHvsWcds7fZoUb8QLRjLIvLoYmTMdUCLyWtoQfze7vuYKn53loWo/dYhNkZPQUrveKRcNEEeykVRvnFDtEB8TuYJDt7r1+x5HGb3+AbFBFtzcikwZRpPK6HUlmlRMmTVkgso9LuFXdsKeUOmIOOne/Q9S9p7TzMT47g6z6KKz7YjW4iusn59n9yWimTKUBuyLQ6PRYpkV4pZ9DD+w1aSF9Z0PiCl7DmkyO1i505EHrgDKQ6RvB/JwkNtzBxoY2wyIt4ui/r2GmSI/U7k0ZndfkXK5A9I1h0cnQ9K8gkoVeRqRFRNZAZpcTZfvrbnXzEyExm7o2xeNkDFiCcigiWO/upm4+knJGtWQgr4aEQkHkFxNFM+Gq0JijrYaFbGjz3TIyiWCTsio2UwEVGMItvutXk3CK2Z31ubQxXxG6Pr10dE7jAUPbHcjJ5bCZ/DriiKLRRV3B55rqfa+ZVz19dDxvbVSGF9iGxXjB/teS6CiOmfQr9X+oHWi/nIajzMrMbOnkgWP4bk7UY2ZyeT1fv4C5HdPdD6+JuNnz4oIuwS67s/EZGzLZKBw1AUQFirym5sRffdCK29n5N5Q7vkrtkYyf48efqsze/9yYrO/oxIvMeRfBqOCIYqUyWi79oCkV2fIMP2UmxXAaQntkHG7mX2/8FkWxq/gIzmhci87Z+jdeZ++0wTtFaEXVDqImq2EdIJh0bn9rI+6GSvG6AI0oLNt+DYCtF8H0SfbYz0o6AfHFTbba7iHlqgqKibkMy4HhFD687g+kaIaNnZ5luIAt4menZdyXbgGU+FFE2eSR9siRxeL6PUwaoiVjdEUYm7586/iHTkfRFZGe55BJItzyB50Bnpv/vnPl+tcYnkchgf8XapsS3YBOn2f9uc6IgicUagaLdmaB1bBumgU20OLmzP9CCyAvVlk11lHxjpqOKhyFDZ3QRtKBbTzd7rg5jJP7CQLrK9am81YdMaVT4eRy1V2UWLyX42sJ9Ai9M1JsguRR6ESUSVtJExNpKINS73QTEB0ZAssuEz6+fV7b0eaLH9DrGOA5ARnK+SW1JjwYTH3kiJegsZB3eShULvjRSl6xDBEKIG1rb2N0ah1QvauYPsuY1DYbv3omJci9SgfatZXz6PDJXfyIqj3mICcgJaCEMeYT9kdO6IFvdjEGkRlMWzyXLoT6PYEzLbRQ9r6XnEUUqXI0UpRHEUgJFVfG4ZsuKmBcSwX0q0E0IdtLUhUn5GogVsI+vzyci4bxPfl/0NLPl+ZIphlSHIKB/6LLvuS6q5zRgiSHa1ubcZWV7lF8gQDoXUjst9bjVk7Lckqy+yAfJoBK/PdUgBOxV5nNpgCmR1nrX93QoZMptam06zcTvBfrsrxcZ2CJ+8GYVy/2nnjkGRG3F469LIQL5/Rv1c4vG9MVKuhiPj/iA7vw5SsP+we4jTAEMdkzfsubUiqxz+DkYaUIXig6UmzWLblkey4TeyvOxtkWFVQGtnfv/33jZWOtnfqcig6IAM9Yl2zx3JwpHHIqWwRmlQNXwOzuZXILK+Q/P4RuvbW6m6fsq6NkavtWd4IZLxY5Hyug9SnIeTK1ZcqQcykHZFxsSVUf/Us3l9MjKgV7L3dkPEZHieT6A1708kr9pE772PdK8L0Jr4EJIho5HhFdc8CZFgXZF8DKmEZScjyIpKH47W+kBGnE6xbMqn/gXP7v52nyFVcw+y4ovh2NLem6EOhFIUzrTf3RgZgU9H79dDIeYroiiC8UjebI30hCn2f4iOe4uMFC+QMxZruQ/D2tcQOULCTgRb2PkW1q5VyPSR9jaXvkOk+UBE/I22z+6Noglfj+7heGphx7qZ3EeIPjkLRT1NQTrefEgu9MxdH2RHL7Teh9et7RnOi0iJJzDnBSLtbqWWojXrsC/WJ1uLb0YOgkfQ2nYVihBoTHHdizAnDiZKbUcEZ9gFJxx94rET92d1x539H8bNSfb6NCTDe5I5ila25zQZra/3ENkpaB1+DTlpfrbv62XvtapO2+rsuZS7AenIPRAJr+ewLS9t8P9MVjxpHqR4/4AWhk5IsX4ULa5n27la2+YHEQo/mfDcAbF/N6AF+CvkXQrh2zfmPhuKeU0LRS5Tv1ZV2HNz4DH7vxfyjr0avb8XYkC/RAtK2QwDipWH7iZwpgIPRefnRsb750xfqfom5PXZNfe9S1G8DeBsF1zLtfFWpOh9ggiPee312TZWb6B4N5H9kDFeAG6xc7fZ62fIQuVeJ5cqUsZnkg+77YcW50ORd2QPa/8Ae79B7vr6KJz1BMSgF1UmrmrM1kKbD7M2vYqUkt5I6XyMTHFvj4yehSlm35+wz+aLsIYdWY5GytleRPVEqtG2ze37h6OInSsQcTAFGR0n29h+FoVKXowU3VhpCF6mN2yedLLXbxNtIxxdP0sREBQTmCGU+ymk5LdCnrmgIJ+PongWQfK6PfJMNkRG47MoWiCQNn8ig70jUvDeo8x7q6NIgxtRpNhKNh6eREbwvmRpKAVkqMV5xfMhWfoVWTh3S7I14lKyHURmJ80rfhYhAudGZEzeiGT57RTv5R6MikZku3J0tfsIxuy+ZB7XD+3/Z8lFzZT5uXRHSuVjKHVkHWQUP0GUlmfXNkdk73poLr+LyJb17bPfoXVkLeTg2KEc9zQbfdAUOQbCs1o8eq+Lnf+JbHvgS2zOfoFSK/62ayYgI/F6e3+C9U8fG9tDke5zOiJuOqB1aAy5nVIq5UDRPfciedTe5vEt1uZgLK2MIgyakhkz+S1yd7drY8dSYxQVtAWSU+3y8zc3NxdA6R4vIUPpcOTsONzGcVxcrwEZ2X209fVR9vpJJBs7ILneCZHVxxDN8Trs05B6sYW15+Wo39ojHecUe13f5tcvaD0IURpr2mfD2CsgAziusVPbUcsLINlwKVovH0D2xf0oGnAjRNCvMYPP9yfTCxvb2N8frXmrogibn+13yuYM+oc+aIbW3hsR4bgQWpfOtPc3JHP2/kJx2kn93HftY9f1zc2JbjY2BqNUo9mOjrY5cAuZk3kxMjK8GRnJv2buc9cgPemx6Ny8SEd60OZbPUTcT8Ui6irlKHsD0mEPQgr10GjQhcrtA9ECegdi30LI6vkm1I63yXA8IjDOoJaq01K8qByGDNlPyIqvLI88wOcgI/hTm+QLR59bAi1CVVbdL0M/r4u8mWvbJP3Szte3ewmsdWOkPN+JDIXl7bqyeinRIj7aBOunaLHbHBmxY6zteQHaGBmcb6AohW7Re/sCB1bxO7MV+o88LKfYM/8JKYptyJjoMUQVtZEC0h0p1PMjxfiX0E6Uyx8W/71np00lGlNDEbkS7yjypM3d+XPXz7SGxez2/Sy29QoyVjwU2loEeVefRCTKk2SL877RZzdAi1gcYrojUm7Wno22uNzfpRBJNQV5x3ZGROZ3ZMWvzrI+vR0RVNuRU4iRkXYdkoVTkOdjtj0U0efmRqTR69YPDyBZ8hgKeV0FRQh8iYzx0IeDyHLtN0YkUAukBF2NUjFG2ft1rlj/wz02QN7jN4H+ufeOJlsDXkde15PJyJeW0bU7k+U9h+e7PCItvqWGihAZsbCd/f4fwOHR+wNsLB3LjGtGzGvjfiRS0uYii9waB+xV0zFTS8+kE9muKmPIQqP7ku0qdQGSo12QsdCVzEvbAq0PUxFBtEw0lwrI2VH2tbmafdIZec4LZJEIXW2uDyXabYVsp5nPkFx52MbxU/a/t/eDx3sUMhzDuN3J+q0DWTTGBDTvQ18WRZCVqU/2sXbdidbhM1FExyrIQPrO7nsQIhS/ROt/LDvDvNrK+mKRWR3/ZLn2TexZ3IYcIB2RDjUayYmjrN+vR0614HFugaJQv7Rn+CCZ4XUYIh9OLmF/NrS++ogszSJEzhxhr/e219+SFbZtbdd9TDHZcg7S0R8nchQSpfbWcvvXsf4cb/13L9Ifd0R61v2ofsBFKBpgc7KdjbogPa6DPT+HjPj/QyldvZDx3T/3mxUlRxCR+AO2wx1alz8ni+Roi4z4O5HcXIDp9ecwJ3awZ71QXd2rPYsCxSmeZ9u5fVHE5NdkUS6BEOuO1uKwW88AtFYMjJ7d0/Y97xFFz1XCUfYGpMMeRLYt5JGIYLgLMfG3IAUkhOj8hAzkTmQFw8YhNm7+Omrbnkjp/xR5Y64xgfqiCaszkKIUFvytcp9/ELjW/i9Hsab2KJTpBBQ1Ehjpt+xvyLfdFoX5FoCL7dwmyPD5P7vPKvPp6qDNrXOv10LeuUuwEHoTPFORYXAbVnQPLTDbRp8NgjREpzxPlv5zONGWnTVs82rIm302Mtr62u89hkJepyJPcCOKCzJNqziOFszJyNDsQbY1Z9P8/ZRw/KyLFKiu0bkQCnyQje8Nc59phhbsAbnzcYTBdOlKdTU/UHTGaFSw7iBESgWDpgFZmsiFNja2tDE/KPc9N9l1N9iz2pHibShn18hfHJFV5yDF4QdkAMyNohm2sOsWQ0rqD0g+VrXF4hlonn+DRafk+3422jcXivI5w8Zv6K+77P3uKKJnCPLEHo/k8g0U19I4HJEklyNv/npIxhxEFQZBqQ+kdD5ic7Vr7r2BSD7+hRnpKMUobL+3+Qy+M8ifuVDkTCBnZsmLlh9TNiZ2R8b1cLKw86PICq2G3YsOYeZFPx8Gzo5ez0/k8arJmK7FZ3IykvEXIZnTExnhZyNi6waygpr97b6fI9sNJ2w1upG9dy8i3ruhOd633Pc4G33SCBkGE5FOci0ikfrHzy3qrwIiXvoig8sjXep468e/EEF7TBizZAUn2yKjcgl7b0l7Hj8xA29yifsiJvrGk0Up7WDt3xPJ/gFIHp5n/TZoJt95AXDPrPyu/d8JrQePIKfBgjZeJyHZtjYyom5GcnR95Fx7yZ5LKPLXG/PsInnRw57L3SgVrk/unmu6XfVM5SyZ7h1Ihq7Wni/JjPYDsK2fo88tjMlPMj2nMVbcsKo+rINxMbe1Y0O0rk6w57EDWQ203W0unYB0tJcQsd+EjHw5BNvlCekFv2M7bVT6gYiIv208d0J21tNkRWUvRNFvfVBdhc+Ao2bwXZeQFauv8rnN7vMkI/yGI92smT2D1dAc/hnN6Z2xlKgZfE9PRD5eRnFE4EL23sFUGAnhfSIiKuKg2FvXHRmKBaKFAi2MYWvOHe3cCkiZ3aMO27YRUprbmMD9G3kO9kfK0DvIODkFVdOfQlZ9Ogiy7bHQtTL172Bk3Pa31/uSFUMKIVlHmLDemkihRiz9i0hR2b8Ebe2KjPBLMebVzvegmEXvijw3objkUXb+KGSAXc/0nvh5yMLKtyEiO2ZXgOa+f3GKw2S3QuzrcUgBeQaRaO8jD+b2ZIt5WKybkOWiPkKUx08JjTMy46k7IuB+svsYhDxMrez9pShWyMJ9bIPtEEIu7x0ZAecjpbBW0y/IFLSeSAEJ7P2eRCktyOu9CiLfXrA5/DTy/rRDBubKTF9Zekkbc39SXGRzlscPUnwaIJkWUjoOQEro+mSRYXuiKIzgqTwTGRE3IzkzgkxBDIbD/nbtFyg3vNa2QKN4+73lkEz5ABmzryMj4AJERpxHcXRMKxsrI619n1IhIf9MnzK0DZKJj9rrdcnCeYPMHIO8ZiGk+i/kVQqpGDNS1JZBSvCCNWzzVSg0uB5KBZpqY/5BVF9kEEpXiAnMIqIHRUS8QpYvmy+cWfJioRTrAkEGXWR9vjZSnB/GUncQSXG2/d/DntNFFBcQjcftu4ikmAspu+3KPf6q2z9kMq49MpwKiPTtGL0XF7LdEhEH/ZHh9SgiIkKa0Qs2d8eTFaOOn8OaZITjgmRRM+Mp81a6+bGNZGRYO9exv2fYs14B6QznIUJ3ushZtDbNj/SjLWbhd8P64EweBOfO5mgduZiM/Ar59PvabwyxcwtE39cYkbxfIK/7poh0Pg+tVSWpQRDNvXmQjFuGbM0fbPdxRdTm+5ChP4BZiGqjlnUZiuVcQxSJfDhaK59CkaV7IUN7N0SAj7bXwQgO0adHRs+0ESKBJpFt6d2+NtteF/Mgav/adp+nhGeGZMbpZNuNP4II3beQ3t0u9x31kGx5HSMwarnNWyC94Rprz6jovSE23s4nIxgXy9+vzec7kfyPt+eszxxAMpe9AemIHkZmNOyDFP27KU5z2NEGY5VbJNVhuxogxvQxRD78hBaWkVjFZGTYhBz/oXYuEBE7Y0Ugy9GnUbvC9oOtyXLJHyIrXnVdTqDXR976XanjasBkW/uF0OWJROFZ0XWtkDL6iAmwHe15vIrIh0eJGFP73hXJDOStsJDpOryXhVHI+UOIMGmCSIjjEdEzAXmNW2MRHhRHCgQjPtRJmWkqQx3fy9XIyOlrr4cjRX6z3HVF220hY+CwKr5ve7Jt32qVmaZ4ER6NQvjOJNqOCS2o19p7p1Ic9hdyIK+1ef4jIl/yKRSXI4KpE9XbSWUee+7nIMVuPpSG9gOKCuhu/R3y/l8j2x7rfBRxNRQRECNQpMSRRAo1irg5Of98armfw7MOXvcDrf1/IZJmDPK89kHK/1HW/s1tXDxBtM1fGcb0tPmEiOabkQcl7F8/NzL0C2gNug2REUFmhloYx2PbCJPtHlDrefOoRsVAMuO7ns3DicigDpFXfZCsexrJw0v+4Xs7U8eysJr3GYyf+XLnR9r9rg6sFp3fGUWDDENK7HCiOg/klHL7uxC5Lacr8aDqmk7x/ayP1pcnycj1wRSHNId7XhvpU2OQUTaIbCvOUSjF6nVEjr+KRTmQka9bAYfY/23QmrYduZocZeijmGwJbW1NlhL2MPIAt0W6xftkRa0vR9FNF9uYiOvsLE8uKijuU2R4N0CE3y02N0NEQ0csasFe90TRJIfa/Cwg7+5DNmb/BAbmfqObnb8s9Ln9rZWU49xvdULRx7vb67mYnpDsgJxRgaRqhWTg79guNWT1LR6ihOQe0rUGISI/jrzrSEYQ327Pq6f9/7w9s8Ps/TNsDLxh93B09D0LoHV2BMU7N5QtBSl3/3FB0aqKH2+L6i+Fel2bIv1jTyRP77ex9gYiZ1ohgrNZ7nt6UIs1dBBxEHb8CUVvu9g4+xa4286FWi37kG0DeyrTR51vSa4GVqU8o1nqj3I34L94kDOsyPZx3t9eh/DjydgCaOcPQoxeSZVXxGwvZ/+fhxbsfsjj+hhaUBxanCegqImRaCE8F6vcXMb+bocUjAJWHAh5Cz5BKQ/zkFPOStnHiKEeZYvEdiY4JyBipAOZl/FIZMQca21eARlA15MVdYwViu2RgjV4RuOwlu+jngn5UWRRMTsiRfEFE/I32DVBcXoPkS+r5b5rpluC1dFziOfkUjYHQ9G6oTaeP0NK3T5ooZ+uZggif+6lmLnubp8PHuWXkUe2xotFrt1z2fh4nBmEXKNwv6F2LI+8pHugaJWHETEwDhmWsbdqWoj9bI6NuHr4ZyYjHiKrQt0LGVUnW//cgRSHg21ujEEK9P5IgfgDERlbzkrf1OI4iYuy3og8SS+QRWKci4z0ECYdjmC4L17bbapG2zsh+RJyTMPWa0fnrlsHKaDfkG31ejSSS2cio+YTMsNmW7vfp6hhpAciQg6LvvtaMlKkOSI230EREXOTbRl6F1mxuJdtfIRdTQ5GhtNATAlEcrdzXY2TWZwTR1Nci6IJMtz+h+0Og4zf6bys9izfQuvtA0SpLsxBSmi+zfaMbkX6Tr6I4uJoDXkAGVYL2v9/2ec+QUbiaYiUaka2NWuYgwcgktUjMmuAjaOb7JqLkYEXjOtuRLK83IeNkbOQcbhZdD4QpLsh2bonWV2Rr+zeQo2xsAvOCjYf9kY6xaLWPyHSLJ8WtQVK59kfETwFYKcq2tgNkZztEcnZFBG2oR1hl5tAmixpbWmIvPBHERlWtTk/o37qaPPvTyS7YsK+WfT8D7Q2vgMsbef2IiukuSoyBEu2tS8iFk5E619Yd/JbUbexZ/yNjfs7kW42BEUAbIBI/0n2jEaj9N8Vo++Ym9yuGpVy2JgaiHTcQ6NnuhWS7/Xs2TVGc3wCciouZfd1CKqx8x1aLzaxufI1WvvCs17C5sSiszMWkW3UCellWyI9a5L95oZkcm9ppPOHtJkByN56H83pQcgmvAjpaPcjB/F+FEe7znmyv9wN+C8fZNsWrY0WjHXsvEOe4++QgrubDcpzKVM1deQRe4asONZVZKkib5OFd420SfaqCckLqIAtfcgqog9HC+75JniLtiws5SRGCvO9KIrhABOQLUxAfoOMyZ+Q4tXRBNT8aBF6xu6nKwod/QIZlKugsPFbyZSvfiW6n/qILIlDgXtHY+R4ZMQ3RorHDWRh6iGPuVyRD43RwtXAFopdkNI7rz2LyWghP9qe16/Y4hffv/3dHjjX/p/f5sBfZPVc9mE2jPkq2pxXEndCisZRZErWGKKigTbmTkJRNfvYtZdgOZ/2HYehqI+X7Fw+dH+WC7MhT0tcGXwvZCBebH17NjKkDs99bluULnUpIt9utnadi5S/QUgm/o28cm1n1jd1NGa2sracghTs/yFv3zvIg9IRKey3Izm+fqnbmPu9BRCR8wMiUMYgUvAmpLCtiORHGMcn2ZgNhb36ImWuDVnExBWI/KpPlkKwx6yMjZm0M3ivzkSG5odIVrew9xtZ369nr3ug+fguWQ55MzRf/6CYDHrI3q/x/KuF57GBtelpsrDvXZGseJCZbKGMjLxhaA3+weZIUeHEOeXIjxWygoAP5s53R+vl3va6DyKgwlp4JFn9B4/Wzm9sbv6MjM23bVy9RraFaX/7vrvse65BkU2vIAO91tK7atBHe5MVoquH5M4LwHbhmVNMSF9rY+IstLZtQVZU8SkbZw3JPK5f2+dmuo0k2dbc7yEddYR9V5yGdpjNu9+RkX4p8vSOQgbiT0hH3J/MC/8DcHspxld0PniiL7M2hILI5yCZ8wJayxdHxt4UoigrsrTYvHe6TlO6UCTUKBvvC5BtPT+Y6dfqDaydL9tzeAwZsAOR4buZjYlbUDTNDOsozagfyzgnWiA9poAcXs3IbJJhaJ0IhPvhdv5YRDi8YnNoB7J0piORvhbSiQbbZ2u0Vlg7gv1xLor4fQ3pMLGjZ3lEeoQdVl62z62MyMfTUSpoT/tsWNO+pYyO3lp5luVuwH/lYPrcpW0Qs/wRWiyOpLjqeFMyT9AEZhAqV8L2L0sWGvsRMnw7okWoQOYBf4ss7Lht9PlyF/xqgrxjgcXeiTrcu3kW2nIHUjgvtL5ti2pshDy9yWgRXM0WibFEe2aTKWsDkLEXcsjeQd6eoCzsWKZ7DAUCu5Nt5XcaMj53IqvR8RwWbVPGsRFInidN+IcQ9d1NyBeQ5+xpO78tCuuuykvZEXnoRpOlGBSQ1+VUosKgNZkTFOcwr2q/dRsieNohZTpEc9xNFt66GEp/mIwM0E2QZ2Xz8L1oQf8eOC//W9Vs40rI+zISKdI3IKN8CUT2nIWMsC2QB7KhHfsi4/5WpEwPRCkiI5ABvZh9/joUXvwDJSRokWJxBZrDK9q5N60/jyUz0GMP23SFSUvY3nisBDnxPxs3S6Cc2aHIEHsJGfn1bIw/a2N/AWQ4PGXfc4F9zxh73QMZhGOI6rpUc6zsjJSxBZGX6117xhPJ0rS2IJfSZONhsrXnzvD7yOu3EpKpY+39sC1a2Y11G8MhPP0cZCjcjxEsVbUThe9eb89rFUQAXYgM6lOpAKO5Bv2xL5JZ56C1K2zjHAxGR3HUx5qolkmoS/CoyYuRyLgMa0wo/h22j30LGZcLotSW/yHD7lzkpOhhv38euTSZMvRJfTIj5kxkcD1k83ihKq5fwebhVchberaNi+aIgCjYZ5dHntawPt2EZG/wzk5Lx0NE4+ooCnY1JPd+QtFzYYvNX5A86YkcDmciw/0B+/915FhrbP06xX4/1P8pIONqWk57Xc1RtEY/S1b3oyNZxOz11r4Q+fsLtuU5WqvGorVsDWTclmyXI6Qn3oPWlvltDN9MFmVYsOezEFnx2uWQYR12bXrP7ik4J1rbeJhCVrS9bKmw/3D/c9k9x5GmWyLC6yK0Xh2DdLbfKba5LrV7/NDGaUdE9o61Mfw2kgU90Np3LuYYjr6jOnWw5kYRnmvb6/mQfjkekSCro/lWn6xQ+9J2j13I1rOHyCIx9rN7C/NjG0yulfvZ1PjZlrsB/7UDRT90RErEkTYBghC5Mxq4S5mAuYIKUy7QgvGd/d8MGZn3o0XyWZROMG1BqxShhsK8xwOfROdKvv8xUnYuM8HYHy0wgxFbHRTSggnXgciLfkjuO1YhMzJHkBnMhaquL/H95bd9PRh5LKdQ7AHZv6rPlLJ90bnGZMW0bkFKxjVIqT3exvcn1t9TkBL2LYpWCgvD/EgJfA+lofRGaQbHESm0NblXio3K9jZGRqBIhwWRIvUBSvFpjxTBb5l+UV3GFrHLEHGxaPTe+khJnE7RrWZblyIzEoYgD2Y9ZNA+TrbzwiZIcTjS7qEjMtL62Ly4CUUy9USL96FINu6LFvtdatLO2by3btH/C9r4Xh/JvleQnNnun8ZdCdvbwcbK4zbO/0KG2xgkt5ugdIyNKY4SC3VDLrexfAYKu/7IxtnNiNgaziwUt5tJ++6w37kUzcVt7PUkbCcDu+5wtGbGYdv9kQdsCBmBuw3FxX072fOZd3bbWIvPIk7tWQ05GiYgGbN6uIYsfS3s3rAdki275L5vReQVfZ8y1WKajT4IqYXrIJ3oRXvez9n7F6GdCfZCZNRRZIUR44KVwdP5N9JD4lSFBijVYAcsMgsR9V8g2RRysi+28dHafvcRSlyH6x/6ammkG0yx+bsE8pKOQTJ82ejaxcnqdh1jfXOzvT6I4uigsAXxajP43VDjqz4yvD9FpNnR1oeTkQwJ6RUH5j7/FiIfFkVyumD9/Soi/MeSOU82rM0+y7WjE5INoc5HW3vOF5MZgQcimfhC9LmdECF/v70OO/48TFSw0cZZncp2FCX2i91HY6SDD0MGbWuUTvA3cvZMsLlwQK4Pjo76/Oro+a6KZOpL1HEttBrcfwO07n+B7USGHAIdkEP3PhT90Zgski/UGGmGyKOd0XpytX3flcD43Ny4ysZ70xq2t5c9jxfs9clkpNtNdu5UpDc8R7F+uBkW+WXXByLsDOCacj+LOnm+5W7Av+1gxnuWd0Yh918jpS3UKpjHBuRTZMbke2gBLisbP5N77IsWk7ZoURyPFKGDqJBK8DNp++XWxxcgBbxGxlYN2rEYWsDHk1Wj3x2LiiELKR6NFP+2SJHeGxm586Jc4t2QUXkkIi32ZwaV4stwj2tjxetsEQyGxdkUF1YqScgfMmJ7kYVbroAW4RC+tyQy5PcnCwO/AeXx3YNIiRvQYhi8S+dE393d7u+mGfx+rd2nPe8xSFnaECnq51gbxyFFtT7yIH+HDL2O9tm50KIdijSFSKcGKBLrPmzHnpqOH0SuvoLIDkeWVhFHC+yBFtkjibbDs3YGA/UQlB72GIqkqBhyFnkXh4VnTBYldiJlirrKte94kyP97PUFyIj4HZGzC1g/30sW/h0imtoh5beASIfgaVscGc5PkNtNqDrjnIywDoXVwpaTLZHRMjlq94pI6SwAB0XfcSoKE18aeWq/QMr4tDSTSjjycwkRKGEXlZ9QitQTqG5Riyo+35biAoUhhWZ3FBn0J2VK3ZyNvgihxZci0mhXZNT+jeTw/iiyL3jtw/yKSZzGNrZ/R6kYw8nqbNUnl2ppczMo99/ZnNjArj0MydO9Z/bMyjFekBzc0frjDpMrgez83fpqujln86Fg8+E+tGZNsvl8NjPx+AKLIBIy1A1YDBHBo5CXfSjy1vZAJE8BGbnLRN8RilPei9aW92xevolIlQlMn95YK/0dzY1OKLphKvKGh7oPIUJwY/vbFBn2BbLowE6IJPnAxlpfcvUwSjU+kLPqB2vfa2QycTd7RkcgQ30wMm7Pij67HIpIKaBozqfsu0KUWTDef4qfX6UdNgd+QI6tLZG8WBfpZoOj6zrYMyuQ1XlYAK1ldyJZuQ4ibYba+6HO2nPUIBWD4qLrN9t3voqcUcsi58khSA69bu08CKU7hvneG6VhzIsI/1F2T49iW65Hv1EUwTSnHmVvwL/lMKF1BlXsK40E9RCbBBdi26tEA29zZFD0s4G3ZbnvZwb3GNq7MVlI7ibIOLgUKVZNKnlSkEUSfE8JiwvNoC0HI6/PC9jODMiAvAMZvKuisLlxZF6M9+2zC6KFf4kZfHdZ8/lQaFpvopB0lNdcK5EBs9mmc5CnYKC15Suk+O4WXdPQFoBNkLfybERYfIgW8LURkRHSfO61ZxGIxf3JecJr816RF+8hkyPNkJIRtvv9Ei3WX6HF72pk6DyNFNC+ZApaU7Q4/oFt/2fnexHtlFGDdsb1Mgoo1LEJxZEXXRHhegciKN6zuRB7spdBofmTkOG7SPReucd4XFzvpOj8gkjZKIv3nWJjrSvyjDZD3rN7UcrLvUhub4OU1yBjHqji/rZExsxr9nobG//nUhw9UZO6EKfY718d9WEIj34BkQ2BhHgFeTR72rWHI+9YC5T6U8Dqm1TigaqzD0UyfncyAyPkbw+zOdsXKczrIMU1GE/x810SeXOHIbnQstz3N4t9sInd8z5Id1rDnvEkkwfLkZF5Y5ES3oxMB9kNRQeEnPBAlL2BDIyNc7+3KCIiFkBkz7XIAOtt/Z7fXagidJhoDrYhI2XORuvULtZfw4jq8OQ+9zDwrP2/IkrRaE6OoKnqd5HDI9QE28XacDkiDEPa3hooKuO3eP5G3/OoXX8bIlImI4P3YooLa9eJLCeLormaKO/fzm2EyJBAfm5q9/FxdM1bwJlVfG+dEJxVjbtozJ9m9zASyYRhiJSfB5HhjyOSeXGKd5JqiaIKj0DRE6/Y9/SPxkkHol0xKunIjdVRSGachXTmYSj97jYU5bSuXdff7vGe3HdthHT/m5CeMxjpVCeh1IwTqnoGs9q+6FxXpNMUgJ+j81vaPVxq//enWJ47JOsDgXIXIu16UUVR2H/LUfYG/BsOm+AFFLrW0s7FkycU+NkpOlcfC+9FSskJlDGPuJr325OsDsQ0w6bc7ZrFti+P6iqUPCWjirZsjBjd7mQpOo9iIcSIwNrHBOYeSPkOW5C2oI68CbV0b83I8hLzBZRKakBGi+31wOX2/8rWn/fYYtDH+rwnWW2FWPkfgJS+1ZGB9IZd8zEyJPato7a3QOkTxyKjfG5r44rIGLwfeb52Q4XZLkPK+x+I6CogomIcIlKWzH33L0jR744UsSPJKbU1bP8qZMWywuK6KCJdL0FG5p32DEKu60kUK1KhmFQoqFlJ43wem5uVUPxw4Xw7yML7+9tY2RR5J9dBpNmDSClblyzEupd9JoTuNiYr4PUiMvbjbSRrQkCE9SOE2BeQXOyNvK1nRueDZ+gie30bFuEUfd+JiJALxWLLsRvGQjYfNyXbESYYEzuh9T6M5SXItvP9CxnTO5ORi+F4iir0A2ZSXK6SDkTmLh697mxyYT2ysOjzybzS/cMYw7Ybtv+7IeP6RmR4rE4WUfg6Cre+wV5/hmRLSHGNUzs2RUr+bUCXqF0VI1usPY1RLYyhKGUwbmtrsoixEyg2aMKadwIwJPed/1iDIfp8Z2S8hUiofohMuNHm4RdovTwVRZkUsJ057PpTkYw5D0VFHpEbB3Vl0HdAhNMt0euxiHgIO8DdYu19NPpcKMI7Gq3xQyjBdpzIAG0YvY7/D3K4JZlu8igi1ea1ZzwtLcuey+9IF+gUjfvWKNrqNBv7Zdu9aRb6Y0FEtoXIvPmQE+g+FPmxGVlB9kvRehGirEJB4pAWuk70vc0RgT4VRT/E86na28MyvW7bGq2PDyMH8+GIHOphz+kZMtm/A4pk7U9x7bAQtdMf6We/I/0vOLsqSkbVyvMudwPm9MME3EE2qCcC+1RxzbqI1bodscyNkSLYD3k0BlOhaRgzuOdVUejeHDchKqXNZHm/LVDu4afIEFiQjLh6EC30B9qCEhuRXchF1lTSUSltihbh5rY4HIaU0mEoVK8TIoHCVkoro/C5ycDb0ffsaueWRt7X8yg2FPJbZ9WkDkQcIrsqmVfqAjKlZBtkuFxnr+dHXu4vrK3vm7wZjMLeB6LF90iKU3d2xQq3UgeVl00+hh1DTkBhxhsjo/IZisnZEI79DsXK7LxYik+lHTYPu5dzzCNS+yRbY0I+6TE2dlpF7Wxv43t35D0fjozeljamp20DHH13UARXQ4rdZ7U1znPfcylSrifbXAwk5rrIgNgeRdSchDxNVRbhJSv2tWJttKua99AAGVofWz/+SbZNYTDsOjG98voRIhoeRR7ZvojIDUXU/mAGWzDX9nOogz5ZwcbaeCLiHNWB+RSRqifbPfa0511ARuAJiDQ4D0V5LWHjNZYNG5l8CfULRiGl/yCyrSILZHnh8yO5OJQoaqKC++90a/8tVbzXDnnBJyGivJWNmybReDsfOLkW2rEIilJpRVZQ+wdkzK9s14TdJ45CXupDkRF1ehXfN63ORw3alE91itfNQNJcwfQ7J9xpr+dHMm9ykCc2XiegfP5NSzE+bFxuQ7bl6qEo4rFbFffYH0Xw7G39PAYRrwUswhfpNvfYM1gE6TMtyz2Wq9kndyLnycn2eh5Us6tAtlPMyjbvPydbp0YjsqaZyYoCcF/uu3uiiNH3a2EMdkN1Vs5Da2RXpFMFsq85iiJ6CulmD0Wffcja911+nNkc7oVI1TpxclXSUfYG/FsOsgXxBTLmKkyO5shIKKCcoAdRnlefcrc7HWUdM71svJyPlOuxKA+4jY2Tb1E48qlkxtyi5W73nHAgr+QdyMBZDYUCv4sY9T+QErUu8qhtZgvIgmS1IW6z/g67wWyOClW2R4z6RHv/Taw4WC23f25k1ByHlNHxNhZuRMRCDxs3U5EBcyoyLF8x+XKAvRfyXZdEBs/rzMauBrN5D/VsLN9pC/83SHlogJSpAlEamsnJ563dV1GhoaK5eyy7AYNIpKBk32LPepK93hkpcZsgL/2T9t6VyGifF9VXuAUptcGIDlskxjmv5wNHhWdby2O9n42Xu8nq5TSycf2nzeUnMMM++mxYY8u9K1NfZBQOtn4ex0xCae1e69sxCnn31kWy6WmySuntkYzqVYr7qMX+aGHy6zFEfn4CjI3en8vG2sVI1v6KOWNMzj2JDKqLrF+/QevlYkjXaoTWyh1R3a0rUbh2ATjOvmd+RFw9QGa8LAMcmWtrqVME66F88Rl6YMkMklAb4DOsQCJyZJ1o/RLy5feyufMCipTrZNf2p4YpYtaGd5GB3s/G6fuImAwRV1sjovw3siKVu9sz28iuqfW5auNg0/h7o98J4ymE6zuy9K6t7Nzqdi/vRd+zQv551fF4aEa2jeqryJj+1f7eav3aPbr+aiQLByODNaQ5fY9kx25oTegfzs9gbFXEdpwUE0gO6TwFG8/rkhUU3QjJgeft9WZkBcaPsHPdsYgDez0W6dH52lMHY6T9bIy3haPXWyEHwCeIHArzoQOSR8+gCJTVkO72LVrTRlIcWRt2c8pvZdywqn76tx1lb8C/5UBM8U02qAZF54NH9nBkvLxugq9/uducjrKPmfUxQwwt9J8gpekGMq/DpciY28j+71Tuds8Jhy1SL6IaEMfb4jYFKWlv2KK9K/KMPWf9/hZwin1+FVv0Jtjro2zRC4rMT+SqhNegrQ2RMrEf8mKvRZaqEzw1l9jrl7BtXO2615BHIIQlPoiMoIPIiIkO9v0fIUOnZAWpkEfmZBQFMZGsYnQoZPaZve6BPJXPkYX+VkxByko7yHKzQ7pLE+Rh+QORmHdQrDCtiJSovazf70NReechZekiRAjMT1Z4LqQlBcW+TgpvorVzDfs/1BQ51l5fbHP4c4qVyYooQomItbB1bjc7t53N3+ZIsZ4HhRUvTZaKEivfH5ARPMHrd0K5760GfbKeyaWJwPV2LpAEYaecNchS2y5FhEXom70R8boCkt0hquFr+3tB9FvtkJG+P0rV+NLk3Fq5NjViJh70EvbNEsjAHE2W7hDvAuLy7SOT7eciQjwQXk0RkTUXIieWJKtdtELUz7O9qwMiwtYn2y48hL2HegX9omv7k6UZFYjq+dRRX3YlKz4e0hLyqWkbIb0qyJct7fr/i64J6UADKU5vqbO0J7KIldNtLJxItqPLNihK7Vpr1xNIB+yGZPXVZFuzDkLyJaQ1XmzXxdui3mpjpCKIh5n0SX2UYnELigpphSJb4lSewRSvX2sjnWwCuagPssjWL8J3VDXPZvV5oYjZN4Ar7NySSPZfwvRbSrdFMnBUdG4gWsueIdsivrfdzwNEBdxz3/WvJSCm3WO5G/BvOpDx8q0JvrVz741E4VYVW5U2HeU5EIv7FPLWHG+CdXVkGL+OFVNKx2z1bU9brHa1BX5b5DV4HhUUPMaOQFAcEX02KDlDbF6/hxTnfGGzGi3wyMv3hv3W6Sh/OSy495AVwv0BkQwhh78x2RZt59o1B9h3PYu8tH+QRXVsgXmHStj/rVDtghaIYPsd2+YRGdIF5MV7ODq/dLnHTaUfZKlBl9rrLsiY+xsZwe3sfN74amD9HXLqbyba8hEZdl8jxW79Mt3bgkiZvgXVtbjH7usoLK2o3MoZIg9Dmsjmufd6U1y3IqTavUW0w4F9h8OK4Nq5ZW2Ov09mPM0RldGjMTefzfuHUeh0Y0QSFBA5Gu5nRxtvfVAIfW8UwbOBXbu9XXcBKpZ4N9KtQnHBYFS8RVaL40j7bBySXzF1NFB9nJetjUf/w7WBAGxBVqhyCJZCh0jeuxDxEjzCC1CLUZMmLxa3ORkM9jUQQfEEMsKWJTOaC8jQWqUEfTk/GVH1enR+bbQOrk9W2+a26P1QV+NcpHv1pwx6ufXpR4iwW45si9PRiNh8CNg2N3ZC+kWoS3eHvd4/6v9wPEwVxfMr5bDnF+ZwP+R8uwZYyc6thAiVSWRbdvaw+TM++ux+Yc7b60ZI13uDTIeq0sivZns3RzUb3kZk0CM2/noj+bRQdG0H4GfkXOmMCqU/jyKFnouua4qiaj+jDOmElXKUvQH/pgMtuIEpDkXxVkPK3jAs7zUd6YgPVLdgT8T+3o/Y4K5k4f/rRNdWtDJaSQfySM6NlLPrkeK7LAp/vAMRPlfZIjEEeWPXJCs4ezsy5He385tR7GWuFa8s8nbchFISdo/OPxOUDUSoHIdSdO4gU0a7IoXw8+hzZ9nifQJi2p+gMraR7Ik8lqPt2SyDDN6plKAg2L/hIPMad0TRMQVkBIxEUTCBPBuEDN2OiNTaFljAPhsU3nfJUpHqm/w5wcbO25QhDQwZsefZ/Wxr57ohAvA9clsOlvE5NEdhw3NF5+ayuTyCYq/9ETbm+1bxPQ2Qdy/U8qiPPGcF64eKMaJn0hfNkFJ+LzJSL0Ie3kDArG5j8C/ri5Zk22s2Iis69zhZEdU3EHm8EEoJCiHPrXK/3QkRaiEMvwOKhBtPFbsXVcKBavIUUMTdIoh4Pg4ZYv2wYop2bSBt9kJGzNYouq0XWteWRMThyxQXvKvN1Klg8G2EUi/etTl5qI3rsOPO18DOddGGf2jfDfb7hyP9ezyKfgxy8ClrWwh/X48sTTquu1W/hG1uQxb99GZ0/j2K61jcg/TAvrnPd7brvjL58YQ9m3ttrq1X1TOshAOtSwOszaHO2UJ2Py/anDgdETEP2/mbo88fZufCzi2dycj1bnausfVxjQgmctFKZKkgj9i5g6KxtnBuvhyGiNERwEA7dz2KUp3HXu+N5OJY/sP2Ydkb8G87bEK9hJTrx5H3tFu525WOyj2QkdsBKf/fIONhHqR8nEIVe8qn4x/7dG7rvxdRdMA5yNM2H1KaD0AK1WmI5T4deXd+Rd60Q5EX9lugbe67a1xoq4r27muLWWD+10UhywUUweGQ13uctTfetaC/tTXkRt9onzsDKYzVrgZdh8/kRGvrIXbuKqRINaVCwu3nlIMsFfBTMoKiOyJ7PkaezGXJvJQbRUpS8AoOqOJ7u5RjzCAP2ePAMbnzLWzcFFBUREUZ5xRHOExLOULK9sOoiF/b6Po4/H4DMm92eDaLIWX1mEqfE2RkwlXIAHwURW7tZXP6eUSyL4Ii0F5Da9za9vnVUXG5F5BRfTEifv8PEcMrMxNjAoVLn5I7t0Mk/8q+m03UrjBH50EOh4L1WzO0m9f/oYixqchbv1Du8zugtWdf5G0NufKrUqLoJXtOnyNj9w9kRP2K9JSZbglah21aGa2Lk7GUZxtDn1ifDkRExBhEdG1PmYsfo2iNfVFqaEipHIn0kYlIfq+CHAkFRJ6EujIhUuYB4EX7fwVEjs5DFbunVNKBCO/LkR7QCzmITiSL+nmXrAh3B1TA+m4sCtXOhW17d0aRn2dYn202g9+str6WG8+bImfyTSiF5kck664GrrO2XFzV54miMaydX9j/3ZC8+wyRt9Olj/1XjrI34N92IGX7PrQo71bu9qSj8g+yXNFdTeBVtPI5pxyIFLwIKW0jkLduaWSon2vK00VIOd7aFpfgiWiFQv4+xool1VEbg/GxvLXzbRR5sacpFqFWyKlIuRpElJdrn50f5fBOskW6PfKmLhxdUxEKCYqCeBd5MeeiwozKOeFAtUGGIE/y00RFP23MhLDdIUhZPY3pc1iXQB6097EtzCpB7hAV1qNYoV7J5kDbMrRpJSLir4r3Xa6toTD1p0CP6HwRgWmv9yeLVAmyoD41LDBYhj46ERmCn5B5JW8x+drSxuyRZLUGbo0+2wcZtk8hImoelMba0vp+ZttM7gB0zp1rh3aaKvlYsd9fiJlsD46i2Fa3+VcgS8FpRVZg8G8b7yF9pw0yoBdDUTQ3I4KrZEQLWqO+wYp9IqJzE6JotnLJELJtfoOXvBWZ53xtMsN1ANF6ThnWH7Re97T/d0Ie9UlkaReXokjBT1Ha0edkHvR5MVmOCJahue+erRoIJbjnfIrgrvY89kcRfQ/aeJqMDPwTUARlG7JitbHs3AHV+Xo/Olfj9Isq2r0sIhuGosiLFogwuiWat43Iijyvmvt8vdzfW4Fr4vdJ0aCJiKj1DlUu5LalXCDS8e84qBBj8d90kHkPBqJUi+7Ig9IH5WhejAz341D0RNhjPHiv1saUwRK0NewkcVN0bnVbnF8gMmrsvXhh3hp50/K7ClSaQtII2AMLk03HbPXhmWS7oayFDJpPcmPmZVPutkceqHVRGHuT6LpQh2SLct9TFfdYEeMWeS4LwJP2emVkkK1Fztg0JXUw8sKORwVtQxG9KlOjmAProVBMunRA4ca3khWk3BMV7HwShZaPAt6NPvMq8qaH3RSWNdk3EUU4NETpGGsShc5X0Y4miCxuWkHjZUHkvR3D9HXCeticHIGM0VCAeGTuumBU30yxV3YMcG4Ya2W4tw1sTE+3nSBl1l2s39+wflvKzm1q46wfIiUqJgcfkWWXooipIdbuu5BhvggiocK2nLdHn+sHdLX/zwLOKPe9VPO+Q4rVUiYjD0WRUp3s/DnIIXQ0ij7oh3Sf74m2SEdRRPei1JT54nFYW7LAZNvT9kxWQ4TJ6xSnH82N0is+RpFMoejwfGQ6ZCAhWqDIxC3K/Rwq7Sh7A9KRjnQUH5WiVP2bDhQ+NwFFQcyPDInTbCHcCSnHq0TXl+wZkHkxwrZVoSBYN+TZuwOFO0/n4Ys+25LcFn9pHP07D4oJKEeWa3wy8viNQYUUB6DK6n+T5URvF322HSlqb0Z9HJTHdmRpLCsj47BgCmmr6Pr9rN+PRR79AWQF40LRxOnmI3OowwJ5L7ez/lk1Ov8aMjBuQURBa7JUsbXtmqvItudriSJAhgAX2fvLowJwM5VfNvYrov/Ioha2Issj34liImHnMHbs9VIoN7wA7BJd1xTtctMw+u6ViAix+HdLfJ9dqdBUY7L0xgdtXN6NomzaRNfUo/ykyVwoau3I6Nzn1vaz7HV7tPYXUOrLsSj65AlE8C2BUhLmK8c9/MP9NUZRQStGfb4VquWxPpmB/iiKHn+FLBqkFSK7zkYkeqj/8RUiBhqSyeYuKGqiLnc3CW0N6V6XRO/tiaI1JqHdvvaO2taH3NqKdg47sq7aOicfZW9AOtKRjnTU5YGKet2OPG6hyNB8KE2jAcpnXtbOl814RznhQ1Al7dFIkW9iSsfvZFt5/qOCXu4+T0edj5X6kaGyJCIZnkMe+ebRdQsjL/MYohSOdMywX1di+oKIK6G6LD8iImK49eVWZFvqXUG0tbLJllcRCRS2rJwj52W+3Sh17FesAJudq2+K9nl2zyMROXMe8tyOQ3n6B6IQ50dRZMD1KJ2oHVasDWhd7nuuZv/MhXL0d0Bk1domw58lZ7SjVKjvsEKwZITVe0Tbeeb7HhmmbwKHzcljqY6fQ2Oy7Ut/BQbn3q+YPqO4yG1bZJAXbN1vZOePRWkbb5A5KP6wv5ejXRxme2vWurov4GCK02S6ooiBB8h21mmOoh96oTojV2OOFpQ2+w2KNuhGVsDzeZO1N5NzusxmW+eexescIkyHI8LoKESmvoLW3udQNMQW0Wc6oyiOq9EavCDSM/+zBSlndtQjISEh4d+Nr733/ZCxsLFz7khUj2E+5Jn4yXv/NoC3VaRMeAQtzo+gUPq+3vvJwJ+IeW8F/9zGMt9DQgngvZ/qvZ/inAu1E8aiFI3fUR2OgC+894+hdMFFvPcPlLqtcwqccyehtIpe9npV59yOqBr/D8i7fx+qh/ATIn2WBE7y3h/gvf/cOVffOee89++huVwPOMA512FOm5fRvXh7HfTFN1CfPGTnHTKoV0BGwj0oqmFjZFA8gojg9sjoGovy35dAUQPee/+d9/4b9GJ8CW6vRnDObeacO9w5tyBKeeoADPPev+S9D7UuVgXWd841iD76MIp4+MNe34MMrKVQnxYh9L33/luU5nNRfD4hg/f+D+RBvwbVvRkIGsf2fsX0mff+r+jl7kjmTEDr/i52fj4kt1dG0TRXI0fF/Wiryoe8939Xwn1FsqGA5jnAD8659VBKwhbe+y29998BeO8nomiVN9B97YTSH0Bzpx6wiff+TTRnJpDVVumNCIHZbevCzrnrgSudc2vbOTej673wC4rSaIWIiHWR7K+HdEiHomtxzrVA23rOi4qMNgPGee+vCzIuoRgN/vmShISEhH8FhqLcw1NR5eMfgCttUawETPDev22L4gbAKc65Id77L5xzzZHnICEB51xDlPe8FUoxehFFRfREea0AeO8L9nc8MD42LBOEqE+eR3nZJznn+qEw4N52fjMU6n05Cju+E23d1tF7PyQo4t77qfad9VEkBYBHyugcheheVge2QDUNxnnvv3TOLYaiGvDee+fcNcByiJx4EHkIV0PbmD/rnPsc1XxYFXkSl0G5332997+W9s5qBufcUih//RPk6TwUGU+POueWQPV6JiBjaUkUQv62fXws6pu2iCD/yjl3IZq3hzjn7vLef+ScqxfmboD3flJd39ucDu/9fYgsDHOwEMZxpcFkRkifuwM5Sp4FBjjn5kLj5wkjLe4A7nDO1a/E+/HeF5xz83rvf3TOvWyn26Donz+AZs65pZHT5zvTcZ7y3k9yzl2J5MuezrnfUc2Y/yFnEWj3kO0RqbkVMvA/q24bjRA8HMnyyRj545x7znv/9yx8xYuIVF0RRXndAGzsvb/QOTcE2M459wiSgx2RDDjHe/9Oddv6X0OKiEhISPhXIzLG/g9VYx8BfOS9f9V7P3FmbHgp4b3/wv6+hBTdBVBNC1BY7ltlaVhCJeJvpKT29N6PQGHJTYH7vfdPzOhDiYSYHpHXeRTyOC4MLIo8dVehIoON0C4FHZGhHXY9ONE518l7XwhyxjnXGCnW9e0nHkBG6xwF59y8pmA/g3a86Omc62BvfwzUD7LTyNwvkJHdCG1TNy+wpnNuXhRiXQ+lCc2LCr6t7r1/KfKmVjSie/0ARbt0Q895gPe+NzKghqMtJI8D1vPe7wd0cs4Fb+9niJiKjZPhKHWqNSK3pq1ZCbMHI3KmVrK8s2f8BErXucV7/zwiUbqgEP6L8k6SSiQhAJxzvYFXnHPno/t5HbjRe/8uKhA+CtW2mBemRRkEYu1DlMK1KZpXz6HUmrbOuXWRw/x17/073vtB3vtDq9sPzrkNkWxfABE+T6BU3RXsyF8/nU7ovf8T1fFaHxGuH5NFcRxtfzdGa8S1KALx2uq087+KOWIBSEhISKgJooXlOO/9Nt77aYx6JSkrUTvvRYvlvhbq9wdzoDGTUDcwRe6V6NRcyMtzSZmaNMfD0lyWQbnJ7VBNg3eQnrQfmoM/oUJkJ6Jq761QGO40WIj4cO/9ALQN56BKNywDGZBTwFdCqSq3ofSwu4AHnXO7IqP7N4uGCJ/5EhkSu6BtJn9AuxXdjQjgxYCTvffze+/vCL9X6X0TENYJ59zOwJbo/uoBTzvntkJj4k9gKefcNl6pOg1Qmsp1zrmeiIh4ACiElAFU9G4aURGdT5hNzEFj6jW0NfBjzrkeaDxNRlFYccpDRcI5t5aRBfVRWuCuWBFH7/37RgBsjqIjhhkxgXNunvAdRiqMRIVuuyOy4nVE+LYH9vDe/2ifq5bTyDm3inPufkQgbIGKXi6IiNVLUYTWjqZjxWRjmOvdnHOLRl/5uTmM/rR7nmCk1+cojeYcVBdmX0vnSJgFVPQgT0hISKgNRF7PP6FyF/ionWNRbuTjyPv6rvf+55l8NOG/je1RyPu7yZCpPpxzi6BiYk8jhbgtCsMdhKJN9kXFZK9DKVJ9kVfsMWAvMzJjRXay/R3vnKtXKVFXeThDZLhNS9f13g/33p+HDIveKKd7BRSttQ7qo1hmeRS+PAR5OfdAIeXvoO09l/HeD7Lfrbi8/VmBc245RFbtA+yIvJ+heN38aDvoT+0vFvK9MvJyr44Mqw+NSJzqnFscRTI9Ycfdler1TqgbWFRmPZRaNxqF+w+39yqGUJmBDNsGycA1UVRAGzTOf3TOHYjmymMoCuiN6HMrOueWj17/jCLM/kL98LV9Z3NgXJ4gmIW2NnfOnQ5cBJyOiOTRaDephYEDUNTW64igWCH+fudca6eaQcegGhfY+wVry1RUF2JUFHF7v/f+GG/1xhJmHW4OWwcSEhIS/tUIOevOuUaBOElImBmcc4cBQ80zk1BNxDn5zrnbUPG0cSinfwQyxOdBBviFqMDchnbdbsAY732vUre7Jsjd87Ko1kF9VHjxCRQB8XmknM+DjOoLUETEod77S3PfOTcywm/23j9j56bltVdV+2BOhfXZQ1h/ee83cs41A85EKRZ3IsNsbZTWczcw1Xv/evQdFZnzn1BeBB2g3O2AaalmCwCTvWqaNACRbM65BVBK1muIlBiESNq9UZrgROfcqijCYyvv/YP2nT3Qtr4DgeftuhXQtupvo/Su4dWRFXGfOefWQEU9f0FE6imIKGyNopJ6I+J5DxTp9gxKkXrRe/+rc243tHXn9TP4rbWBfsC+lfKc5mRUpFcwISEh4b+KOSV6I6EyYHn7nwFfVKrnvdKRU3hfRcrpD0ghPpusJsB2KMcYRFD8itKo3nTFuyNUPMy718o5NxAZzo8CL6HQ6DORkb1D9JHfvffBq/gVKi63ptPuIiHC4Tek1C8efS6QHXNMGsbMYBEux6PQ7pHIEFvcOXcAStPpgPpxe0RenYU8uy+h4oRx5MzU+HVCQoWREPURQfkRsL9zrrHXTh1/A3jvxwEnozo6eyBZ6REpEdIvlrC/P+a+fmkUXbWyfder3vsLvfejvPePVFdWxH3mvX8W7eCzIIpmexmRymNQOsZooLH3flkUwdUX1XXY3znXGRgSSIi8/mVRTL1RDQyf5m7NkSIiEhISEhISEhIA51xb5K37C4Xt7uC9v9c5dxeKgngRKdunee//zznXwM9a1fWKgnnvrwDeAwZH3sRG6P63QcbzAV67+cSRDRciA+VL4AjrnxDJ1RLZBRNKf1d1D4v62A95WDuimiIboho+t3rvBzvnFkIG2HrIaOlhH9/Te39j6VudkFB9GLm6P4pyGojIhdao+GQ9YIr3/mHn3Ff2enO0G8UZWMSUc24DRNit4r1/2TnXB6VMLIZST7f10c45s0rEGAHQxb5nNNAEFb38H5JfAMNQCtmyaDvUqxHx8Qaq9XM2qq+0HyIW10KRS2ejmhdFBIf1R2dUH2fsLHRhwiwgedoSEhISEhISEoQ2yJt2GvL8n2LhyecDk1AByj5GQtQj8viXq8EzQ75dkYdvE1RI8QojEOoZ2fAnMhReRlEgi4C893ZNc6AT2g55Le/9vfZ+UNin/FtJCFDUh/f+fGTs7IBqYAxHHt5QULgVKto5EJEQLwIbJBIioZJhJWOaO+dWc84tagTrWEQ4Pg3cjrbTvBNFgnWzjw5EBX73RtvyTgD2ds51QYUdAS5yzo1Cta8WQxFXB/nc9r3ViAZpjIpOPojk2HyIXFgZ7TryJZqj7VHqyJkodeRau2YMcD2KBjsLRXRMRFuo1rN2FMlOiwZ5N5EQtYtERCQkJCQkJCQkCJ8DLb33byBCYingKO/9y8AtSPHFIiGmbdtZKeHUMawmQ1G7opDnvsjD2SScj+oVvIy20WuGbbkXfdYDR3vtPvS5yxVHtfSM/wLeB+5BhtnJyIM60Dl3HSrsuSsqurer1za7oyuVrEpIiCIR1kLFZe+3t15AxNp33vsPEQnxA6ohMwrAe38b2mFnL0RGXI0igpp6759GW4+viiKEPkZRZlt67z+enTlhhOlk4AY7dQFwDYrS2hzNTZD8fsHauScqxrsq8D3QEhWivB+l2O2CdkUajuoAVVSx0H8zUmpGQkJCQkJCQoLBOdfcCqh1QEblJKSg/zYnKKe5NIomKPS4AfCkhUfPgxTuTshT/0H+s865jdHOIb2994//0+/8F+Gc64W2Nx2FilJ2BKagfPiLvffnRNdWTO5/QkIMp+0r1wc2QhE8f6ItZdf33j/hnLsEOALtjLE32oL2fmBd4DVLz1gRpXKNQelIywHvee//dM51QjtotPS2da/9brWK1zrnmnrvf49eb4DIiPmBE7z3ZzvnRiBC4XDv/XdW82FHFAXxPipcOQgRFh+jmja3eu+/MLk4EkVrnDcnptzNiZijiislJCQkJCQkJNQxfjUj+2vn3HHA//IhxJWIYOxGJMS6wMYor3kzlJPdG9W/cMhwXg9tmRdyoAOx0Bhtvfd/M/q9/zIJYfgUpag8Y387oMiIh7z3P0BG1iQSIqGCMRGlVuyF6jucjyIJLkBpD52Rcf4hsIL3/ifn3KnAiYhgwHv/ikUDtQPm89HuMF67OU3b0SmaE7NEQhhBcCrQxkiRL1B9m7+tDZcCvZ1zbyLZthGaj/eiqK/2iEj5EZEpSwOb2rXHA2Odcwd4769yzvXxaav0kiIREQkJCQkJCQkJBquZEFIuhpS7PbOKqODkBsjr9z5woPf+d+fcK8Ak51xr7/1459xFyOt5jHPuS+/9w8ED6LQ1ZV/gHosMSd78KuC9/59FnPzsvR8evxe8vYmsSagkWI0Yj2ojfAO8auP4blR0dV8U8fAa0Nc5dz7afvY3VNj2WOfc/Sjt6GO0Q05IhTgKaOW9/2ZmbZiNOdEU1arZBKVNbIVk0xCrWdMSkSZPAVeh6KSdnXMvGkHyLkrN2BpFLw1Hu9oMR7WAmgHf2m/9Yv2UZF6JkIiIhISEhISEhIQIla6EWm51E7Ql5CTgLQuj3hd5/RYBXjESYm7kGWwHDHPO/Yi2Ir0N2Bm4yUKabwNWQIr5pd77Z6Dy+6LMuBGrsxEbL3NCCk/CfwshtcE5Nz+qa+KAW51z36NoqbtQDYXzUQpDO7Rrxrne+2/tO75HNSDGosiEd6xOzFxWpHZCbadsWYrF+8DqKA1jG+A+59znwDhUNHZfYCeUGnIZcCzwnHNuOCpU2RS43Xt/vXNudRTF1N2+a8d8rZ8k80qHVKwyISEhISEhIWEOQCjuZoryUkB/5CU8zgyCYSgNYxSwk3PuamAwqhb/EEof2BQ4HeV7b4fCsOdGlePHee+PCSREKrD4j/gRVdpPxktCxcI5tz7wnXPuQbT7xYXe+zbAkyhVoTEZGbGW9/5JREg0Bi5wznWxXS9Go+iITxCRsSHaZed5I0FrNWUrkj8vot04PgE2ABZCcmtZlF52EIrOOBzV8/kGFcxc0Xu/OXAMcKpzrrv3/jlE4A4MBYeTnCsfUrHKhISEhISEhIQKRj5U2DnXGzgMhUWvi7yX+3nvH7JaD7sCFyOFvK/3/lX7XBfgXbQlXw/v/U/Rdzb03k+x/6tVSO6/ihTCnVDJcM51RWkHe6P6Dz8C/bz3jzvnDgBWAoZ47x+163uinTHGod0xugKLAgujnSnmBS5H5FsjlOJwMKols4f3/us6uo9FUOpHKDjZG/jIXn+MakXcjOreXAqcg2TizWh3m7VQ7Yg+cRpVmr/lR4qISEhISEhISEioUMTbcDrneppX8yhgMnA3Cj1uD+zqnGtntR6eQNERCwFrOucaWsj0+2hrzjeBiZYzHn5jSnidSIhZQzJiEioVzrmBaOvMEWg3jNuA+sCyViPmJBRRtXH0sZeB69GuF48gg388cCWKkJjLvmcSkjvLA1t47zey4r51FVmwHtr950xUpPI7a8swRDJchWpbNERRX02sbd0RAXEFcEi+lkuav+VHqhGRkJCQkJCQkFChsNDh+YETgAWQ9+97tKvFSajy+yMo5WIUcJUVoLsNRUvsAjxrhds6Ik/nZSH6IfxG/DchIWHOROTl/8JOneG9H+qcWxmlN/RBRMJxSHYc6Jy7BW09+ybwMCoMubr3/lrn3A3AkSidYznn3CmoXsPd3vvrqvjdusCTwC2IFAkkQzMU9fU1cJP3/nPbYWNPoCciYUF1Ix4Nsi1FQVQWUmpGQkJCQkJCQkKFwTm3pP27CbAFcJ33/nbn3IEoF/poYKgRFeuiGhBvAft47991zrVHkRMHIy/mu0Bb4EPv/Y0lvp2EhIQSwjm3CtAL1X1YDdgRaAVch4z6xYEHgTuAt1HqxmvAIcCBKFKiP9qSdgSKuroZ1Yg4x3v/m/1OSdK4rOjuXqi+zUjgZJNzCwG/2baiC6FosEVQQcrD4q1EEyoPKTUjISEhISEhIaGC4JxriirBv4BIiI2Ab6wK/KXAfN77+4ALnXNDUTjyVcjg2A7AKt3fAvwB7IbCrc8NJEQq0JaQ8O9DNK87oV0mrgVOBT5FKQ7Po91eRqP0rodQ5FQLVLT2dyQ3/kTRB01RSkczYKT3/mTv/W9R4dxSRVHVQ8Up50b1Kj50zp2OojqaWaTDF0heru29X9t7/7pzrl6SdZWLREQkJCQkJCQkJFQAohoNvyMSoiHQHFgGRUCcgMKk57YdMdZG+d+tkHL+MdDXquSDDIzXgDW89/3NaxjvvJGQkPAvgvfe2w46rYBBwDsoQuAPlKZ1N3A/qqnQDaVitEO7ZnyIdsHojlI1lkNFKV9A0Vavx79TgtuZBu/9r6hOxWmoUOXJKP3iKO/959HWm+9Eu/7Us50xkqyrUKTUjISEhISEhISECoFzrrH3/g/7/zLgAOBE7/0Zdm45VB+iLTIo2iGj4U5gB2AdVHDuEGCesDOGERD1anN7vYSEhMpEqIXgnGuBds4A+ACRD5ujehDPo6iJrt77D5xzZ6Ltf49GBSHn9d4/VvrWzxjOuc7AsSjy6wjv/VVpl585FykiIiEhISEhISGhDHDOHeic2zV6vTEw3Dk3xDm3EfJOjgWOcM4t5pzbC7gabZfngIkoFHkZFBHxDPAqMjS2jkiI+l5IJERCwn8ARkI08t5PQORCH7T1Jiid4WfgQmQLXmkpXk2AtaLdJV4tcbNnBY1Rqtpd3vurIBXZnZORiIiEhISEhISEhBLC8pb3QvUetnHOtbK3lkKkwjbAqt77TxDB0BI4DEu98N5vAdwL7I5yva9BKRz32fe0BzaxAm8kAiIh4b8H7/2f9u83qNBjP+A9YBW0HeYVKN1ibeAB7/0A7/3P9pm3ApFZSfDevwlsiGRnqnUzhyOlZiQkJCQkJCQklBjOua7A2WirubORh7IZ0BGlY7wO7IO223wQGQ+ree//z7bhHIK2Yd8T+Apt5bkYqoq/AvB4yJVOSEj4b8I5twJwDCo6eSOKmvoA+AUVr+yK5MsY732vtL1lQimRiIiEhISEhISEhDpGlLM9TdF3zu2MUi2+B8703l/rnJsfGQzro9DpgUBftAXnk6guxJbABcBw5NncDoUqX1PSm0pISKhoWOHKeRDJORHojXbRWAq42nu/v6VlPOe9P698LU34LyKlZiQkJCQkJCQk1DEiL+M8TlgJVad/CVgQaOWca+C9/waRDlNQisZKwFBEQKwDLOq97wVMBUagbfo2CySEGR4pZDkhIQGg4L3/BaVfXA+sasenwGbOuTbA9omESCgHGpS7AQkJCQkJCQkJ/wVYMcoBaFvOO4BzUTrFHcCuwDPOuc/Qdntvoq3zmnjvJzvnrgfWBLZ1zi0CTAIGeO/fs+8OW9VNhbQ9Z0JCwrSilW3QVr4Xee+fA3DO9bf3K64ORMJ/Byk1IyEhISEhISGhBHDOzQe8BcwHbOS9f8w51xI4EBgEPAU8C1wLzI2223w3+vwldu1Q7/22ds5BIh4SEhL+GSYvXNppIqESkFIzEhISEhISEhJKAO/998CJ9vJkO/cL8CfwNdANVav/wnv/fiAhnHMhgvV6FFLdJKRg2LaciYRISEiYKSxqyicSIqFSkCIiEhISEhISEhJKBCMQnkF52pciYuE3VFBuMDAMONJ7/7+QbpH7/CBU9f6OREAkJCQkJMypSEREQkJCQkJCQkIJ4ZxbH3gc+A7o471/zTm3AHA5sAFwlPf+8txn6nnvC865ht77KaVvdUJCQkJCQu0hpWYkJCQkJCQkJJQQ3vvRwH3AZyglA/t7EzAZ6OecWwGKakAU7G8iIRISEhIS5ngkIiIhISEhISEhofTY13u/uvf+W5hGNDwL3IXSNjZwztVP6RcJCQkJCf9GJCIiISEhISEhIaHE8N6Ph2k1I8K5H4AHUQ2ISUAiIRISEhIS/pVINSISEhISEhISEsoM55zz3nvnXDOgpfd+XLnblJCQkJCQUFdIRERCQkJCQkJCQkJCQkJCQkLJkFIzEhISEhISEhISEhISEhISSoZERCQkJCQkJCQkJCQkJCQkJJQMiYhISEhISEhISEhISEhISEgoGRIRkZCQkJCQkJCQkJCQkJCQUDIkIiIhISEhISGhZHDOLeacc+VuR0JCQkJCQkL5kIiIhISEhISEhDqDc+5C59ytzrn1nHNzAR8BPzjnNp7Fz8/rnCs458Y75zo65xrY+VXrst0JCQkJCQkJdYdERCQkJCQkJCTUJTYEdgbWBBZFusdPwGPhAudcF+fc3DP4/N+AA5oC3YD3nHP7AC84515yzi1el41PSEhISEhIqH00KHcDEhISEhISEv6dcM61BJZCxMN5wLb21tne+6l2TVPgEeAb51xv7/0k59x9QBu7NugqcwFnISLjKjs3FPiyru8jISEhISEhoXaRiIiEhISEhISEusJGiDgY7L3/zTm3DjABuME5dzXwvF33hf3dELjfe79N+AIjM34G/vLed3PO7QLcgoiN24FGwJ91fysJCQkJCQkJtYVERCQkJCQkJCTUFXa0vytYfYgtgN1QJMPX3vt1QAUsvfefOufqz+zLnHPLAJcD9wDHAi8CcznnNvTef1s3t5CQkJCQkJBQ23De+3K3ISEhISEhIeFfBufcosBLKMXiemAM0MV7f6JzzgOfe+8Xds71AoYDWwHfAlcCv1XxlXMDKwKfA2Nz7w3z3p9XJzeSkJCQkJCQUOtIRERCQkJCQkJCrcM5dy3wADAMERGvee+vsPc8Sqd4MfrI1977nXLfMbeldKwOXAbcB5wLNAMmeu+n1PmNJCQkJCQkJNQ6EhGRkJCQkJCQUKtwznUHmqOtOr8Brvfe7xW9Py0iwl63BX70OaXEOfeJfU9TVEfie3trGWAycJL3/qa6vJeEhISEhISE2keqEZGQkJCQkJBQq/DevwHgnGv/T9daXYgxwKvOuT289wU73xNoBbQGlvDefxJ95iLgUJSukZCQkJCQkDCHIRERCQkJCQkJCeVAe+fck2jXi7Zoh40tnHOvAesBnwA/ICLiNufcH9FnF7e/E0rX3ISEhISEhITaQiIiEhISEhISEsqBb8OuGQHOuQWAtt77G+11eGtH7/3Y6LqLUEREQkJCQkJCwhyIREQkJCQkJCQk1BXqVedi7/04YFwdtSUhISEhISGhQpCIiISEhISEhIS6wnR6hnMukBOzQlKEa+6aQWpG/Rq0LSEhISEhIaFMSEREQkJCQkJCQl2hPjAWeCE61wBt3fnmLHy+Edp1YzPv/Q/hpHPuHGAz4MNaa2lCQkJCQkJCyZC270xISEhISEioSDjnmnrvfy93OxISEhISEhJqF4mISEhISEhISEhISEhISEhIKBmqVUQqISEhISEhISEhISEhISEhoSZIRERCQkJCQkJCQkJCQkJCQkLJkIiIhISEhISEhISEhISEhISEkiEREQkJCQkJCQkJCQkJCQkJCSVDIiISEhISEhISEhISEhISEhJKhv8H0344Bg2rTtQAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 作者粉丝数排行\n",
    "with open(r'data/author_fllower.txt', 'rb') as f: # 修改读取文件名即可\n",
    "    a_play = pickle.load(f)\n",
    "r_mean2 = sorted(a_play.items(), key=lambda item:item[1], reverse=True) # 作者粉丝数量排序 ， 降序\n",
    "    \n",
    "x,y2 = [],[]\n",
    "for tag in r_mean2[:20]:\n",
    "    x.append(tag[0]) # 作者名\n",
    "    y2.append(round(tag[1],1)) # 作者粉丝数量, 保留一位小数\n",
    "y = [round(y3/10000,1) for y3 in y2]\n",
    "rects = plt.bar(range(len(y)), y, width=0.8, fc='g') # 条形图\n",
    "\n",
    "plt.xticks(range(len(x)), x, rotation=30,fontsize=15)\n",
    "plt.xlabel(\"作者\",fontsize=15)\n",
    "plt.ylabel(\"粉丝数（单位/万位）\",fontsize=15)\n",
    "plt.title(\"2019年作者粉丝数排行\",fontsize=16)\n",
    "# 编辑文本\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+1, str(height), ha=\"center\", va=\"bottom\", fontsize=14)\n",
    "plt.savefig(r'picture/2019年作者粉丝数排行.png', dpi=300) #指定分辨率保存\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 科技区视频标题 词云制作\n",
    "import jieba.analyse\n",
    "\n",
    "# 数据生成---------------------------\n",
    "jieba.load_userdict(r'data/jieba2.txt')\n",
    "jieba.analyse.set_stop_words(r'data/stop2.txt') \n",
    "with open(r'data/title_tech.txt', 'rb' ) as f:\n",
    "    sentence = f.read()\n",
    "a = jieba.analyse.extract_tags(sentence, topK=200, withWeight=True, allowPOS=())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1296x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from wordcloud import WordCloud\n",
    "\n",
    "b = {}\n",
    "for i,j in a:\n",
    "    b[i] = j\n",
    "\n",
    "# wordcloud 部分设置\n",
    "font_path = r'../zhaozi.ttf' # 字体 # wordcloud设置\n",
    "x, y = np.ogrid[:600, :600]\n",
    "mask = (x - 300) ** 2 + (y - 300) ** 2 > 300 ** 2\n",
    "mask = 255 * mask.astype(int)\n",
    "\n",
    "# 设置词云属性\n",
    "wc = WordCloud(font_path=font_path,  # 设置字体\n",
    "               background_color=\"white\",  # 背景颜色\n",
    "               max_words=2000,  # 词云显示的最大词数\n",
    "               mask=mask,  # 设置背景图片\n",
    "               #contour_width=1, \n",
    "               contour_color='green'\n",
    "               )\n",
    "# 根据频率生成词云\n",
    "wc.generate_from_frequencies(b)\n",
    "wc.to_file(r'picture/科技区标题词云.png') # 保存文件\n",
    "# 显示图片\n",
    "plt.figure()\n",
    "plt.imshow(wc)\n",
    "plt.axis(\"off\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
